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  1. Employees

Språkvelger

Norsk

Adil Rasheed

Adil Rasheed

Professor
Department of Engineering Cybernetics
Faculty of Information Technology and Electrical Engineering

adil.rasheed@ntnu.no
+47-90291771 Elektro D/B2, 235, Gløshaugen, O. S. Bragstads plass 2
ResearchGate Google Scholar Homepage Hybrid Modelling
About Publications Teaching Media

About

CV

Research Interests

  • Bigdata Cybernetics: Combining data-driven methods with control theory
  • Hybrid Analytics / Modeling: Combining physics based modeling with advanced machine learning algorithms
  • Artificial Intelligence and Machine Learning
  • Reduced Order Modeling
  • Computational Fluid Dynamics and Turbulence Modelling 
  • Numerical Methods

Application Area

  • Wind Energy
  • Aviation
  • Autonomous Vessels
  • Drones in urban area

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2023

  • Ahmed, Shady E; San, Omer; Rasheed, Adil; Iliescu, Traian; Veneziani, Alessandro. (2023) Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. SIAM Journal on Scientific Computing.
    Academic article
  • Belay, Mohammed Ayalew; Blakseth, Sindre Stenen; Rasheed, Adil; Salvo Rossi, Pierluigi. (2023) Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions. Sensors. volum 23 (5).
    Article
  • Elfarri, Elias Mohammed; Rasheed, Adil; San, Omer. (2023) Artificial intelligence-driven digital twin of a modern house demonstrated in virtual reality. arXiv.org.
    Academic article
  • Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2023) Sparse deep neural networks for modeling aluminum electrolysis dynamics. Applied Soft Computing. volum 134.
    Academic article
  • Lundby, Erlend Torje Berg; Rasheed, Adil; Halvorsen, Ivar Johan; Reinhardt, Dirk Peter; Gros, Sebastien Nicolas; Gravdahl, Jan Tommy. (2023) Deep active learning for nonlinear system identification. arXiv.org.
    Academic article
  • Lundby, Erlend Torje Berg; Robinson, Haakon; Rasheed, Adil; Halvorsen, Ivar Johan; Gravdahl, Jan Tommy. (2023) Sparse neural networks with skip-connections for nonlinear system identification. arXiv.org.
    Article
  • Pawar, Suraj; San, Omer; Rasheed, Adil; Vedula, Prakash. (2023) Frame invariant neural network closures for Kraichnan turbulence. Physica A: Statistical Mechanics and its Applications. volum 609.
    Academic article

2022

  • Bjørkøy, Håvard; Engmark, Hans A.; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization Based Control of Nonlinear Systems. Proceedings of the European Control Conference 2022 (ECC 2022).
    Academic chapter/article/Conference paper
  • Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach. Applied Soft Computing. volum 128.
    Academic article
  • Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Deep neural network enabled corrective source term approach to hybrid analysis and modeling. Neural Networks. volum 146.
    Academic article
  • Busetto, Riccardo; Larsen, Thomas Nakken; Rasheed, Adil; Varagnolo, Damiano; Formentin, Simone. (2022) A receding-horizon estimation and control framework for the content sequencing problem. Proceedings of the European Control Conference 2022 (ECC 2022).
    Academic chapter/article/Conference paper
  • Busetto, Riccardo; Larsen, Thomas Nakken; Rasheed, Adil; Varagnolo, Damiano; Formentin, Simone. (2022) A receding-horizon estimation and control framework for the content sequencing problem. Proceedings of the European Control Conference 2022 (ECC 2022).
    Academic chapter/article/Conference paper
  • Engmark, Hans Alvar; Bjørkøy, Håvard Bjørgan; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization of systems in nonlinear control canonical normal form. IEEE 61st Conference on Decision and Control (CDC 2022).
    Academic chapter/article/Conference paper
  • Gupta, Prateek; Kim, YoungRong; Steen, Sverre; Rasheed, Adil. (2022) Data Processing Framework for Ship Performance Analysis. arXiv.org.
    Academic article
  • Gupta, Prateek; Rasheed, Adil; Steen, Sverre. (2022) Ship performance monitoring using machine-learning. Ocean Engineering. volum 254.
    Academic article
  • Heiberg, Amalie; Larsen, Thomas Nakken; Meyer, Eivind; Rasheed, Adil; San, Omer; Varagnolo, Damiano. (2022) Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning. Neural Networks. volum 152.
    Academic article
  • Jain, Ravinder Praveen Kumar; Brekke, Edmund Førland; Rasheed, Adil. (2022) Unsupervised Clustering of Marine Vessel Trajectories in Historical AIS Database. 2022 25th International Conference on Information Fusion - FUSION.
    Academic chapter/article/Conference paper
  • Keilegavlen, Eirik; Fonn, Eivind; Johannessen, Kjetil Andre; Eikehaug, Kristoffer; Both, Jakub Wiktor; Fernø, Martin; Kvamsdal, Trond; Rasheed, Adil; Nordbotten, Jan Martin. (2022) PoroTwin: A digital twin for a FluidFlower rig. arXiv.org.
    Academic article
  • Larsen, Thomas Nakken; Busetto, Riccardo; Varagnolo, Damiano; Formentin, Simone; Rasheed, Adil. (2022) A receding horizon approach for curriculum management in higher education. IFAC-PapersOnLine. volum 55 (17).
    Academic article
  • Menges, Daniel; Rasheed, Adil. (2022) An environmental disturbance observer framework for autonomous ships. arXiv.org.
    Academic article
  • Pawar, Suraj; San, Omer; Vedula, Prakash; Rasheed, Adil; Kvamsdal, Trond. (2022) Multi-fidelity information fusion with concatenated neural networks. Scientific Reports. volum 12.
    Academic article
  • Robinson, Haakon; Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy. (2022) A novel corrective-source term approach to modeling unknown physics in aluminum extraction process. arXiv.org.
    Academic article
  • Robinson, Haakon; Pawar, Suraj; Rasheed, Adil; San, Omer. (2022) Physics guided neural networks for modelling of non-linear dynamics. Neural Networks. volum 154.
    Academic article
  • San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Decentralized digital twins of complex dynamical systems. arXiv.org.
    Academic article
  • San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Prospects of federated machine learning in fluid dynamics. AIP Advances. volum 12 (9).
    Academic article
  • San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Variational multiscale reinforcement learning for discovering reduced order closure models of nonlinear spatiotemporal transport systems. Scientific Reports. volum 12.
    Academic article
  • Tabib, Mandar; Stene, Jon Kåre; Rasheed, Adil; Langeland, Ove; Gundersen, Frants Henrik. (2022) Machine Learning for Capacity Utilization Along the Routes of an Urban Freight Service. Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Tsiolakis, Vasileios; Pawar, Suraj; Ahmed, Shady E.; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Hybrid deep-learning POD-based parametric reduced order model for flow around wind-turbine blade. Journal of Physics: Conference Series (JPCS). volum 2362.
    Academic article
  • Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2022) A review of failure prognostics for predictive maintenance of offshore wind turbines. Journal of Physics: Conference Series (JPCS). volum 2362.
    Academic article

2021

  • Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil; Tabib, Mandar. (2021) A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction. Computers & Fluids. volum 221.
    Academic article
  • Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil; Trian, Iliescu; Noack, Bernd R.. (2021) On closures for reduced order models— A spectrum of first-principle to machine-learned avenues. Physics of Fluids. volum 33 (9).
    Academic article
  • Ahmed, Shady E; San, Omer; Kara, Kursat; Younis, Rami; Rasheed, Adil. (2021) Multifidelity computing for coupling full and reduced order models. PLOS ONE. volum 16 (2).
    Academic article
  • Ahmed, Shady E; San, Omer; Rasheed, Adil; Iliescu, Traian. (2021) Nonlinear proper orthogonal decomposition for convection-dominated flows. Physics of Fluids. volum 33 (12).
    Academic article
  • Alshantti, Abdallah Anis Sameer; Rasheed, Adil. (2021) Self-organising map based framework for investigating accounts suspected of money laundering. Frontiers in Artificial Intelligence. volum 4.
    Academic article
  • Elsetrønning, Andrine; Rasheed, Adil; Bekker, Jon; San, Omer. (2021) On the effectiveness of signal decomposition, feature extraction and selection to identify lung crackles. arXiv.
    Academic article
  • Gupta, Prateek; Taskar, Bhushan; Steen, Sverre; Rasheed, Adil. (2021) Statistical modeling of Ship’s hydrodynamic performance indicator. Applied Ocean Research. volum 111.
    Academic article
  • Larsen, Thomas Nakken; Teigen, Halvor Ødegård; Laache, Torkel; Varagnolo, Damiano; Rasheed, Adil. (2021) Comparing Deep Reinforcement Learning Algorithms’ Ability to Safely Navigate Challenging Waters. Frontiers in Robotics and AI. volum 8.
    Academic article
  • Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2021) A novel hybrid analysis and modeling approach applied to aluminum electrolysis process. Journal of Process Control. volum 105.
    Academic article
  • Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2021) Hybrid analysis and modeling for next generation of digital twins. Journal of Physics: Conference Series (JPCS). volum 2018.
    Academic article
  • Pawar, Suraj; San, Omer; Nair, Aditya; Rasheed, Adil; Kvamsdal, Trond. (2021) Model fusion with physics-guided machine learning: Projection-based reduced-order modeling. Physics of Fluids. volum 33 (6).
    Academic article
  • Pawar, Suraj; San, Omer; Rasheed, Adil; Navon, Ionel M.. (2021) A nonintrusive hybrid neural-physics modeling of incomplete dynamical systems: Lorenz equations. GEM - International Journal on Geomathematics. volum 12.
    Academic article
  • San, Omer; Rasheed, Adil; Kvamsdal, Trond. (2021) Hybrid analysis and modeling, eclecticism, and multifidelity computing toward digital twin revolution. GAMM-Mitteilungen. volum 44 (2).
    Academic article
  • Stavelin, Peter Herman; Rasheed, Adil; San, Omer; Hestnes, Arne Johan. (2021) Applying Object Detection to Marine Data and Exploring Explainability of a Fully Convolutional Neural Network Using Principal Component Analysis. Ecological Informatics. volum 62.
    Academic article
  • Sundby, Tiril; Graham, Julia Maria; Rasheed, Adil; Tabib, Mandar; San, Omer. (2021) Geometric Change Detection in Digital Twins. Digital. volum 1 (2).
    Academic article
  • Tabib, Mandar; Midtbø, Knut Helge; Rasheed, Adil; Kvamsdal, Trond; Skaslien, Tor. (2021) A nested multi-scale model for assessing urban wind conditions : Comparison of Large Eddy Simulation versus RANS turbulence models when operating at the finest scale of the nesting. Journal of Physics: Conference Series (JPCS). volum 2018.
    Academic article
  • Tabib, Mandar; Pawar, Suraj; Ahmed, Shady E; Rasheed, Adil; San, Omer. (2021) A non-intrusive parametric reduced order model for urban wind flow using deep learning and Grassmann manifold. Journal of Physics: Conference Series (JPCS). volum 2018.
    Academic article
  • Tabib, Mandar; Rasheed, Adil. (2021) Drone-based transport of biological material: Wind and turbulence prediction at OUS, Hospital for path planning. 2021. ISBN 978-82-14-07670-7. SINTEF Rapport (2021:00533).
    Report
  • Tabib, Mandar; Rasheed, Adil; Priya Uteng, Tanu. (2021) Machine learning with subsequent physics-based analytics for guiding transport planning. Proceedings of the International Conference on Applied Artificial Intelligence (ICAPAI) 2021.
    Academic chapter/article/Conference paper
  • Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Brummelen, Harald van. (2021) Reduced order models for finite-volume simulations of turbulent flow around wind-turbine blades. Journal of Physics: Conference Series (JPCS). volum 2018.
    Academic article

2020

  • Ahmed, Shady E; Bhar, Kinjal; San, Omer; Rasheed, Adil. (2020) Forward sensitivity approach for estimating eddy viscosity closures in nonlinear model reduction. Physical review. E. volum 102 (4).
    Academic article
  • Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil. (2020) Reduced order modeling of fluid flows: Machine learning, Kolmogorov barrier, closure modeling, and partitioning. arXiv.org.
    Academic article
  • Ahmed, Shady E; San, Omer; Kara, Kursat; Younis, Rami; Rasheed, Adil. (2020) Interface learning of multiphysics and multiscale systems. Physical review. E. volum 102 (5).
    Academic article
  • Ahmed, Shady E; San, Omer; Rasheed, Adil; Trian, Iliescu. (2020) A long-short term memory for hybrid uplifted reduced order models. Physica D : Non-linear phenomena. volum 409.
    Academic article
  • Fonn, Eivind; van Brummelen, Harald; Kvamsdal, Trond; Rasheed, Adil. (2020) Fast divergence-conforming reduced basis methods for stationary and transient flow problems. Journal of Physics: Conference Series (JPCS). volum 1669.
    Academic article
  • Havenstrøm, Simen Theie; Rasheed, Adil; San, Omer. (2020) Deep Reinforcement Learning Controller for 3D Path Following and Collision Avoidance by Autonomous Underwater Vehicles. Frontiers in Robotics and AI. volum 7.
    Academic article
  • Havenstrøm, Simen Theie; Sterud, Camilla; Rasheed, Adil; San, Omer. (2020) Proportional integral derivative controller assisted reinforcement learning for path following by autonomous underwater vehicles. arXiv.org.
    Academic article
  • Meyer, Eivind; Heiberg, Amalie; Rasheed, Adil; San, Omer. (2020) COLREG-compliant collision avoidance for unmanned surface vehicle using deep reinforcement learning. IEEE Access. volum 8.
    Academic article
  • Meyer, Eivind; Robinson, Haakon; Rasheed, Adil; San, Omer. (2020) Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning. IEEE Access. volum 8.
    Academic article
  • Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2020) An evolve-then-correct reduced order model for hidden fluid dynamics. Mathematics. volum 8 (4).
    Academic article
  • Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2020) Data-driven recovery of hidden physics in reduced order modeling of fluid flows. Physics of Fluids. volum 32 (3).
    Academic article
  • Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil; Navon, Ionel M. (2020) Long short-term memory embedded nudging schemes for nonlinear data assimilation of geophysical flows. Physics of Fluids. volum 32 (7).
    Academic article
  • Pawar, Suraj; San, Omer; Aksoylu, Burak; Rasheed, Adil; Kvamsdal, Trond. (2020) Physics guided machine learning using simplified theories. Physics of Fluids. volum 33 (1).
    Academic article
  • Pawar, Suraj; San, Omer; Rasheed, Adil; Vedula, Prakash. (2020) A priori analysis on deep learning of subgrid-scale parameterizations for Kraichnan turbulence. Theoretical and Computational Fluid Dynamics. volum 34.
    Academic article
  • Rasheed, Adil; San, Omer; Kvamsdal, Trond. (2020) Digital Twin: Values, Challenges and Enablers from a modelling perspective. IEEE Access. volum 8.
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2020) Numerical assessment of RANS turbulence models for the development of data driven Reduced Order Models. Ocean Engineering. volum 196.
    Academic article
  • Tabib, Mandar; Midtbø, Knut Helge; Skaslien, Tor; Rasheed, Adil; Kvamsdal, Trond. (2020) Towards Understanding Wind Impact for Drone Operations: A Comparison of Wind Models Operating on Different Scales in a Nested Multiscale Set-Up. Proceedings from the 14th International Conference on CFD in Oil & Gas, Metallurgical and Process Industries, SINTEF, Trondheim, Norway, October 12–14, 2020.
    Academic chapter/article/Conference paper
  • Tran, Duy Tan; Robinson, Haakon; Rasheed, Adil; San, Omer; Tabib, Mandar; Kvamsdal, Trond. (2020) GANs enabled super-resolution reconstruction of wind field. Journal of Physics: Conference Series (JPCS). volum 1669 (012029).
    Academic article
  • Tran, Duyen; Rasheed, Adil. (2020) Convolutional Neural Network and Generative Adversarial Networks Enabled Resolution Enhancement of Numerical Simulations. Norges teknisk-naturvitenskapelige universitet. 2020.
    Master thesis
  • Vaddireddy, Harsha; Rasheed, Adil; Staples, Anne; San, Omer. (2020) Feature engineering and symbolic regression methods for detecting hidden physics from sparse sensor observation data. Physics of Fluids. volum 32 (015113).
    Academic article

2019

  • Ahmed, Shady E; Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil; Navon, Ionel M. (2019) Memory embedded non-intrusive reduced order modeling of non-ergodic flows. Physics of Fluids. volum 31 (12).
    Academic article
  • Fonn, Eivind; Brummelen, Harald van; Kvamsdal, Trond; Rasheed, Adil. (2019) Fast divergence-conforming reduced basis methods for steady Navier–Stokes flow. Computer Methods in Applied Mechanics and Engineering. volum 346.
    Academic article
  • Gupta, Prateek; Steen, Sverre; Rasheed, Adil. (2019) Big Data Analytics As a Tool to Monitor Hydrodynamic Performance of a Ship. ASME 2019 38th International Conference on Ocean, Offshore and Arctic Engineering. Volume 7A: Ocean Engineering.
    Academic chapter/article/Conference paper
  • Pawar, Suraj; Rahman, Sk. Mashfiqur; Vaddireddy, H; San, Omer; Rasheed, Adil; Vedula, Prakash. (2019) A deep learning enabler for non-intrusive reduced order modeling of fluid flows. Physics of Fluids. volum 31 (8).
    Academic article
  • Rahman, Sk. Mashfiqur; Pawar, Suraj; San, Omer; Rasheed, Adil; Iliescu, Traian. (2019) Nonintrusive reduced order modeling framework for quasigeostrophic turbulence. Physical review. E. volum 100 (5).
    Academic article
  • Rasheed, Adil; San, Omer; Kvamsdal, Trond. (2019) Hybrid Analysis and Modeling as an enabler for Big Data Cybernetics. 2019. ISBN 978-952-62-2420-6. Proceedings of NSCM 32: The 32nd Nordic Seminar on Computational Mechanics (1).
    Academic anthology/Conference proceedings
  • Robinson, Haakon; Rasheed, Adil; San, Omer. (2019) Dissecting Deep Neural Networks. arXiv.org.
    Academic article
  • Siddiqui, Muhammad Salman; Fonn, Eivind; Kvamsdal, Trond; Rasheed, Adil. (2019) Finite-Volume High-Fidelity Simulation Combined with Finite-Element-Based Reduced-Order Modeling of Incompressible Flow Problems. Energies. volum 12 (7).
    Academic article
  • Siddiqui, Muhammad Salman; Kvamsdal, Trond; Rasheed, Adil. (2019) High Fidelity Computational Fluid Dynamics Assessment of Wind Tunnel Turbine Test. Journal of Physics: Conference Series (JPCS). volum 1356 (1).
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2019) Validation of the numerical simulations of flow around a scaled-down turbine using experimental data from wind tunnel. Wind and Structures. volum 29 (6).
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2019) Numerical investigation of modeling frameworks and geometric approximations on NREL 5 MW wind turbine. Renewable Energy. volum 132.
    Academic article
  • Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2019) High-Resolution Cfd Modelling and Prediction of Terrain-Induced Wind Shear and Turbulence for Aviation Safety. MekIT’19 - 10th National Conference on Computational Mechanics (Trondheim, Norway, 3-4 June 2019).
    Academic chapter/article/Conference paper

2018

  • Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Data-driven deconvolution for large eddy simulations of Kraichnan turbulence. Physics of Fluids. volum 30 (12).
    Academic article
  • Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Subgrid modelling for two-dimensional turbulence using neural networks. Journal of Fluid Mechanics. volum 858.
    Academic article
  • Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2018) A Hybrid Analytics Paradigm Combining Physics-Based Modeling and Data-Driven Modeling to Accelerate Incompressible Flow Solvers. Fluids. volum 3 (3).
    Academic article
  • Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2018) A Hybrid Approach for Model Order Reduction of Barotropic Quasi-Geostrophic Turbulence. Fluids. volum 3 (4).
    Academic article
  • Tabib, Mandar; Løvvik, Ole Martin; Johannessen, Kjetil Andre; Rasheed, Adil; Sagvolden, Espen; Rustad, Anne Marthine. (2018) Discovering Thermoelectric Materials Using Machine Learning: Insights and Challenges. Lecture Notes in Computer Science (LNCS). volum 11139 LNCS.
    Academic article

2017

  • Fonn, Eivind; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) A Step Towards a Reduced Order Modelling of Flow Characterized by Wakes Using Proper Orthogonal Decomposition. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 1: Offshore Technology.
    Academic chapter/article/Conference paper
  • Fonn, Eivind; Tabib, Mandar; Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2017) A step towards reduced order modelling of flow characterized by wakes using Proper Orthogonal Decomposition. Energy Procedia. volum 137.
    Academic article
  • Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar. (2017) Effect of UNI- and bi-directional coupling of ocean-met interaction on significant wave height and local wind. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 7B: Ocean Engineering.
    Academic chapter/article/Conference paper
  • Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar; Kvamsdal, Trond; Kristiansen, Jørn. (2017) Demonstrating the impact of bidirectional coupling on the performance of an ocean-met model. Energy Procedia. volum 137.
    Academic article
  • Rasheed, Adil; Tabib, Mandar; Kristiansen, Jørn. (2017) Wind farm modeling in a realistic environment using a multiscale approach. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 10: Ocean Renewable Energy.
    Academic chapter/article/Conference paper
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Influence of Tip Speed Ratio on Wake Flow Characteristics Utilizing Fully Resolved CFD Methodology. Journal of Physics: Conference Series (JPCS). volum 854:012043.
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Quasi-Static & Dynamic Numerical Modeling of Full Scale NREL 5MW Wind Turbine. Energy Procedia. volum 137.
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind; Kvamsdal, Trond. (2017) On interactions between wind turbines and the marine boundary layer. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 10: Ocean Renewable Energy.
    Academic chapter/article/Conference paper
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) Numerical Modeling Framework for Wind Turbine Analysis & Atmospheric Boundary Layer Interaction. 35th Wind Energy Symposium, Grapevine, Texas, 9 - 13 January 2017.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Rasheed, Adil. (2017) Machine learning based investigation of influence of weather on transport mobility. 2017. ISBN 978-82-14-06678-4. SINTEF Rapport (2017:00703).
    Report
  • Tabib, Mandar; Rasheed, Adil; Fonn, Eivind. (2017) A COMPUTATIONAL FRAMEWORK INVOLVING CFD AND DATA MINING TOOLS FOR ANALYZING DISEASE IN CAROTID ARTERY BIFURCATION. Progress in Applied CFD – CFD2017 Selected papers from 12th International Conference on Computational Fluid Dynamics in the Oil & Gas, Metallurgical and Process Industries.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Rasheed, Adil; Fuchs, Franz Georg. (2017) Analysis of Unsteady Hydrodynamics Related to Vortex Induced Vibrations on Bluff-Bodied Offshore Structure. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 2: Prof. Carl Martin Larsen and Dr. Owen Oakley Honoring Symposia on CFD and VIV.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Rasheed, Adil; Priya Uteng, Tanu. (2017) Methodology for assessing cycling comfort during a smart city development. Energy Procedia. volum 122.
    Academic article
  • Tabib, Mandar; Rasheed, Adil; Siddiqui, Muhammad Salman; Kvamsdal, Trond. (2017) A full-scale 3D Vs 2.5D Vs 2D analysis of flow pattern and forces for an industrial-scale 5MW NREL reference wind-turbine. Energy Procedia. volum 137.
    Academic article
  • Tabib, Mandar; Siddiqui, Muhammad Salman; Fonn, Eivind; Rasheed, Adil; Kvamsdal, Trond. (2017) Near wake region of an industrial scale wind turbine: comparing LES-ALM with LES-SMI simulations using data mining (POD). Journal of Physics: Conference Series (JPCS). volum 854:012044.
    Academic article
  • Tabib, Mandar; Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2017) Industrial scale turbine and associated wake development-comparison of RANS based Actuator Line Vs Sliding Mesh Interface Vs Multiple Reference Frame method. Energy Procedia. volum 137.
    Academic article

2016

  • Fuchs, Franz Georg; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind. (2016) Wake modeling in complex terrain using a hybrid Eulerian-Lagrangian Split Solver. Journal of Physics: Conference Series (JPCS). volum 753 (8).
    Academic article
  • Nordanger, Knut; Rasheed, Adil; Okstad, Knut Morten; Kvarving, Arne Morten; Holdahl, Runar; Kvamsdal, Trond. (2016) Numerical benchmarking of fluid–structure interaction: An isogeometric finite element approach. Ocean Engineering. volum 124.
    Academic article
  • Rasheed, Adil; Tabib, Mandar. (2016) Flow characterization in Complex Terrain for Aviation Safety. World Academy of Science, Engineering and Technology.
    Academic article
  • Rasheed, Adil; Tabib, Mandar; Fuchs, Franz Georg. (2016) Wake Vortex Micro-Scale Turbulence Prototype Development and Sensitivity Studies. 2016.
    Report
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2016) Numerical analysis of NREL 5MW wind turbine: a study towards a better understanding of wake characteristic and torque generation mechanism. Journal of Physics: Conference Series (JPCS). volum 753 (3).
    Academic article
  • Tabib, Mandar; Fuchs, Franz Georg; Rasheed, Adil. (2016) Report on wake vortex micro-scale turbulent airflow interaction methodologies. 2016.
    Report
  • Tabib, Mandar; Rasheed, Adil; Fuchs, Franz Georg. (2016) Analyzing complex wake-terrain interactions and its implications on wind-farm performance. Journal of Physics: Conference Series (JPCS). volum 753 (3).
    Academic article

2015

  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2015) Effect of turbulence intensity on the performance of an offshore vertical axis wind turbine. Energy Procedia. volum 80.
    Academic article
  • Fonn, Eivind; Rasheed, Adil; Kvarving, Arne Morten; Kvamsdal, Trond. (2015) Spline based Mesh Generator for high fidelity simulation of flow around turbine blades. Energy Procedia. volum 80.
    Academic article
  • Nordanger, Knut; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Rasheed, Adil. (2015) Simulation of airflow past a 2D NACA0015 airfoil using an isogeometric incompressible Navier-Stokes solver with the Spalart-Allmaras turbulence model. Computer Methods in Applied Mechanics and Engineering. volum 290.
    Academic article
  • Nordanger, Knut; Holdahl, Runar; Kvarving, Arne Morten; Rasheed, Adil; Kvamsdal, Trond. (2015) Implementation and comparison of three isogeometric Navier–Stokes solvers applied to simulation of flow past a fixed 2D NACA0012 airfoil at high Reynolds number. Computer Methods in Applied Mechanics and Engineering. volum 284.
    Academic article
  • Shabnam, Adiba; Rasheed, Adil. (2015) Investigation of the influence of 5-HT1A R agonist and 5-HT2A/2C R agonist in m-RNA expression of AMPA-R GABA-Aα1 R and BDNF in HT-22 cells of mice using PCR and statistical technique. Journal of Applied & Computational Mathematics.
    Abstract
  • Süld, Jakob Kristoffer; Rasheed, Adil; Kristiansen, Jørn; Sætra, Øyvind; Carrasco, Ana; Kvamsdal, Trond. (2015) Mesoscale numerical modelling of met-ocean interactions. Energy Procedia. volum 80.
    Academic article
  • Sørli, Karstein; Tabib, Mandar; Rasheed, Adil. (2015) Analysis of Turbulent Wakes Behind Helicopter Hangars at Sola Airport. 2015. ISBN 978-82-14-05905-2. SINTEF Rapport (A27048).
    Report
  • Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2015) Investigation of the impact of wakes and stratification on the performance of an onshore wind farm. Energy Procedia. volum 80.
    Academic article
  • Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2015) LES and RANS simulation of onshore Bessaker wind farm: analyzing terrain and wake effects on wind farm performance. Journal of Physics: Conference Series (JPCS). volum 625:012032.
    Academic article
  • van Opstal, Timo Matteo; Fonn, Eivind; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Mathisen, Kjell Magne; Nordanger, Knut; Okstad, Knut Morten; Rasheed, Adil; Tabib, Mandar. (2015) Isogeometric methods for CFD and FSI-simulation of flow around turbine blades. Energy Procedia. volum 80.
    Academic article

2014

  • Kvarving, Arne Morten; Holdahl, Runar; Kvamsdal, Trond; Rasheed, Adil. (2014) Parallel computations of air flow around wind turbine blades. Parallel Computational Fluids Dynamics- PARALLEL CFD 2014, A book of extended abstracts of the 26th International Conference on Computational Fluid Dynamics held in Trondheim, Norway, 20-22 May, 2014.
    Academic chapter/article/Conference paper
  • Rasheed, Adil. (2014) Cover page of the proceedings of the Parallel CFD 2014 conference. CIMNE, Spain. 2014.
    Visual Arts
  • Rasheed, Adil; Holdahl, Runar; Kvamsdal, Trond; Åkervik, Espen. (2014) A Comprehensive Simulation Methodology for Fluid-Structure Interaction of Offshore Wind Turbines. Energy Procedia. volum 53.
    Academic article
  • Rasheed, Adil; Kvamsdal, Trond. (2014) Multiscale Wind Modeling. Parallel Computational Fluids Dynamics- PARALLEL CFD 2014, A book of extended abstracts of the 26th International Conference on Computational Fluid Dynamics held in Trondheim, Norway, 20-22 May, 2014.
    Academic chapter/article/Conference paper
  • Rasheed, Adil; Mushtaq, Asif. (2014) Numerical analysis of flight conditions at the Alta airport, Norway. Aviation. volum 18 (3).
    Academic article
  • Rasheed, Adil; Süld, Jakob Kristoffer; Kvamsdal, Trond. (2014) A Multiscale Wind and Power Forecast System for Wind Farms. Energy Procedia. volum 53.
    Academic article
  • Rasheed, Adil; Sørli, Karstein. (2014) A multiscale turbulence prediction and alert system for airports in hilly regions. 2014 IEEE Aerospace Conference; Big Sky, MT; United States; 1-8 March 2014.
    Academic chapter/article/Conference paper

2013

  • Rasheed, Adil. (2013) Two paintings to be awarded to the winners of the Best Poster Award on the NOWITECH Day 2013. NOWITECH, Trondheim, Norway. 2013.
    Visual Arts
  • Rasheed, Adil; Robinson, Darren. (2013) Characterization of dispersive fluxes in Mesoscale models using LES of flow over an array of cubes. International Journal of Atmospheric Sciences.
    Academic article
  • Rasheed, Adil; Sørli, Karstein. (2013) CFD Analysis of Terrain Induced Turbulence at Kristiansand Airport, Kjevik. Aviation. volum 17 (3).
    Academic article
  • Sørli, Karstein; Rasheed, Adil. (2013) Impact Assessment of Adverse Turbulence due to Landscape changes close to Airports. Mathematical and Software Tools for Terrain Modification and Impact Assessment. 2013. ISBN 9788214053357. SINTEF Rapport (A25598).
    Report

2012

  • Rasheed, Adil; Sørli, Karstein; Holdahl, Runar; Kvamsdal, Trond. (2012) A Multiscale Approach to Micrositing of Wind Turbines. Energy Procedia. volum 14.
    Academic article

2011

  • Rasheed, Adil; Robinson, Darren. (2011) The Urban Climate. Computer modelling for sustainable urban design : physical principles, methods, and applications.
    Academic chapter/article/Conference paper
  • Rasheed, Adil; Robinson, Darren; Clappier, Alain; Narayanan, Chidambaram; Lakehal, Djamel. (2011) Representing complex urban geometries in mesoscale modeling. International Journal of Climatology. volum 31 (2).
    Academic article
  • Sørli, Karstein; Rasheed, Adil. (2011) Terrain-forced Wind and Turbulence and Optimization of Local Domains and Grids for Terrain-induced Turbulence Forecast. 2011. ISBN 978-82-14-04987-9. SINTEF Rapport (A19928).
    Report

Journal publications

  • Ahmed, Shady E; San, Omer; Rasheed, Adil; Iliescu, Traian; Veneziani, Alessandro. (2023) Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. SIAM Journal on Scientific Computing.
    Academic article
  • Belay, Mohammed Ayalew; Blakseth, Sindre Stenen; Rasheed, Adil; Salvo Rossi, Pierluigi. (2023) Unsupervised Anomaly Detection for IoT-Based Multivariate Time Series: Existing Solutions, Performance Analysis and Future Directions. Sensors. volum 23 (5).
    Article
  • Elfarri, Elias Mohammed; Rasheed, Adil; San, Omer. (2023) Artificial intelligence-driven digital twin of a modern house demonstrated in virtual reality. arXiv.org.
    Academic article
  • Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2023) Sparse deep neural networks for modeling aluminum electrolysis dynamics. Applied Soft Computing. volum 134.
    Academic article
  • Lundby, Erlend Torje Berg; Rasheed, Adil; Halvorsen, Ivar Johan; Reinhardt, Dirk Peter; Gros, Sebastien Nicolas; Gravdahl, Jan Tommy. (2023) Deep active learning for nonlinear system identification. arXiv.org.
    Academic article
  • Lundby, Erlend Torje Berg; Robinson, Haakon; Rasheed, Adil; Halvorsen, Ivar Johan; Gravdahl, Jan Tommy. (2023) Sparse neural networks with skip-connections for nonlinear system identification. arXiv.org.
    Article
  • Pawar, Suraj; San, Omer; Rasheed, Adil; Vedula, Prakash. (2023) Frame invariant neural network closures for Kraichnan turbulence. Physica A: Statistical Mechanics and its Applications. volum 609.
    Academic article
  • Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Combining physics-based and data-driven techniques for reliable hybrid analysis and modeling using the corrective source term approach. Applied Soft Computing. volum 128.
    Academic article
  • Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Deep neural network enabled corrective source term approach to hybrid analysis and modeling. Neural Networks. volum 146.
    Academic article
  • Gupta, Prateek; Kim, YoungRong; Steen, Sverre; Rasheed, Adil. (2022) Data Processing Framework for Ship Performance Analysis. arXiv.org.
    Academic article
  • Gupta, Prateek; Rasheed, Adil; Steen, Sverre. (2022) Ship performance monitoring using machine-learning. Ocean Engineering. volum 254.
    Academic article
  • Heiberg, Amalie; Larsen, Thomas Nakken; Meyer, Eivind; Rasheed, Adil; San, Omer; Varagnolo, Damiano. (2022) Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning. Neural Networks. volum 152.
    Academic article
  • Keilegavlen, Eirik; Fonn, Eivind; Johannessen, Kjetil Andre; Eikehaug, Kristoffer; Both, Jakub Wiktor; Fernø, Martin; Kvamsdal, Trond; Rasheed, Adil; Nordbotten, Jan Martin. (2022) PoroTwin: A digital twin for a FluidFlower rig. arXiv.org.
    Academic article
  • Larsen, Thomas Nakken; Busetto, Riccardo; Varagnolo, Damiano; Formentin, Simone; Rasheed, Adil. (2022) A receding horizon approach for curriculum management in higher education. IFAC-PapersOnLine. volum 55 (17).
    Academic article
  • Menges, Daniel; Rasheed, Adil. (2022) An environmental disturbance observer framework for autonomous ships. arXiv.org.
    Academic article
  • Pawar, Suraj; San, Omer; Vedula, Prakash; Rasheed, Adil; Kvamsdal, Trond. (2022) Multi-fidelity information fusion with concatenated neural networks. Scientific Reports. volum 12.
    Academic article
  • Robinson, Haakon; Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy. (2022) A novel corrective-source term approach to modeling unknown physics in aluminum extraction process. arXiv.org.
    Academic article
  • Robinson, Haakon; Pawar, Suraj; Rasheed, Adil; San, Omer. (2022) Physics guided neural networks for modelling of non-linear dynamics. Neural Networks. volum 154.
    Academic article
  • San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Decentralized digital twins of complex dynamical systems. arXiv.org.
    Academic article
  • San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Prospects of federated machine learning in fluid dynamics. AIP Advances. volum 12 (9).
    Academic article
  • San, Omer; Pawar, Suraj; Rasheed, Adil. (2022) Variational multiscale reinforcement learning for discovering reduced order closure models of nonlinear spatiotemporal transport systems. Scientific Reports. volum 12.
    Academic article
  • Tabib, Mandar; Tsiolakis, Vasileios; Pawar, Suraj; Ahmed, Shady E.; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2022) Hybrid deep-learning POD-based parametric reduced order model for flow around wind-turbine blade. Journal of Physics: Conference Series (JPCS). volum 2362.
    Academic article
  • Zhang, Wanwan; Vatn, Jørn; Rasheed, Adil. (2022) A review of failure prognostics for predictive maintenance of offshore wind turbines. Journal of Physics: Conference Series (JPCS). volum 2362.
    Academic article
  • Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil; Tabib, Mandar. (2021) A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction. Computers & Fluids. volum 221.
    Academic article
  • Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil; Trian, Iliescu; Noack, Bernd R.. (2021) On closures for reduced order models— A spectrum of first-principle to machine-learned avenues. Physics of Fluids. volum 33 (9).
    Academic article
  • Ahmed, Shady E; San, Omer; Kara, Kursat; Younis, Rami; Rasheed, Adil. (2021) Multifidelity computing for coupling full and reduced order models. PLOS ONE. volum 16 (2).
    Academic article
  • Ahmed, Shady E; San, Omer; Rasheed, Adil; Iliescu, Traian. (2021) Nonlinear proper orthogonal decomposition for convection-dominated flows. Physics of Fluids. volum 33 (12).
    Academic article
  • Alshantti, Abdallah Anis Sameer; Rasheed, Adil. (2021) Self-organising map based framework for investigating accounts suspected of money laundering. Frontiers in Artificial Intelligence. volum 4.
    Academic article
  • Elsetrønning, Andrine; Rasheed, Adil; Bekker, Jon; San, Omer. (2021) On the effectiveness of signal decomposition, feature extraction and selection to identify lung crackles. arXiv.
    Academic article
  • Gupta, Prateek; Taskar, Bhushan; Steen, Sverre; Rasheed, Adil. (2021) Statistical modeling of Ship’s hydrodynamic performance indicator. Applied Ocean Research. volum 111.
    Academic article
  • Larsen, Thomas Nakken; Teigen, Halvor Ødegård; Laache, Torkel; Varagnolo, Damiano; Rasheed, Adil. (2021) Comparing Deep Reinforcement Learning Algorithms’ Ability to Safely Navigate Challenging Waters. Frontiers in Robotics and AI. volum 8.
    Academic article
  • Lundby, Erlend Torje Berg; Rasheed, Adil; Gravdahl, Jan Tommy; Halvorsen, Ivar Johan. (2021) A novel hybrid analysis and modeling approach applied to aluminum electrolysis process. Journal of Process Control. volum 105.
    Academic article
  • Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2021) Hybrid analysis and modeling for next generation of digital twins. Journal of Physics: Conference Series (JPCS). volum 2018.
    Academic article
  • Pawar, Suraj; San, Omer; Nair, Aditya; Rasheed, Adil; Kvamsdal, Trond. (2021) Model fusion with physics-guided machine learning: Projection-based reduced-order modeling. Physics of Fluids. volum 33 (6).
    Academic article
  • Pawar, Suraj; San, Omer; Rasheed, Adil; Navon, Ionel M.. (2021) A nonintrusive hybrid neural-physics modeling of incomplete dynamical systems: Lorenz equations. GEM - International Journal on Geomathematics. volum 12.
    Academic article
  • San, Omer; Rasheed, Adil; Kvamsdal, Trond. (2021) Hybrid analysis and modeling, eclecticism, and multifidelity computing toward digital twin revolution. GAMM-Mitteilungen. volum 44 (2).
    Academic article
  • Stavelin, Peter Herman; Rasheed, Adil; San, Omer; Hestnes, Arne Johan. (2021) Applying Object Detection to Marine Data and Exploring Explainability of a Fully Convolutional Neural Network Using Principal Component Analysis. Ecological Informatics. volum 62.
    Academic article
  • Sundby, Tiril; Graham, Julia Maria; Rasheed, Adil; Tabib, Mandar; San, Omer. (2021) Geometric Change Detection in Digital Twins. Digital. volum 1 (2).
    Academic article
  • Tabib, Mandar; Midtbø, Knut Helge; Rasheed, Adil; Kvamsdal, Trond; Skaslien, Tor. (2021) A nested multi-scale model for assessing urban wind conditions : Comparison of Large Eddy Simulation versus RANS turbulence models when operating at the finest scale of the nesting. Journal of Physics: Conference Series (JPCS). volum 2018.
    Academic article
  • Tabib, Mandar; Pawar, Suraj; Ahmed, Shady E; Rasheed, Adil; San, Omer. (2021) A non-intrusive parametric reduced order model for urban wind flow using deep learning and Grassmann manifold. Journal of Physics: Conference Series (JPCS). volum 2018.
    Academic article
  • Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; Brummelen, Harald van. (2021) Reduced order models for finite-volume simulations of turbulent flow around wind-turbine blades. Journal of Physics: Conference Series (JPCS). volum 2018.
    Academic article
  • Ahmed, Shady E; Bhar, Kinjal; San, Omer; Rasheed, Adil. (2020) Forward sensitivity approach for estimating eddy viscosity closures in nonlinear model reduction. Physical review. E. volum 102 (4).
    Academic article
  • Ahmed, Shady E; Pawar, Suraj; San, Omer; Rasheed, Adil. (2020) Reduced order modeling of fluid flows: Machine learning, Kolmogorov barrier, closure modeling, and partitioning. arXiv.org.
    Academic article
  • Ahmed, Shady E; San, Omer; Kara, Kursat; Younis, Rami; Rasheed, Adil. (2020) Interface learning of multiphysics and multiscale systems. Physical review. E. volum 102 (5).
    Academic article
  • Ahmed, Shady E; San, Omer; Rasheed, Adil; Trian, Iliescu. (2020) A long-short term memory for hybrid uplifted reduced order models. Physica D : Non-linear phenomena. volum 409.
    Academic article
  • Fonn, Eivind; van Brummelen, Harald; Kvamsdal, Trond; Rasheed, Adil. (2020) Fast divergence-conforming reduced basis methods for stationary and transient flow problems. Journal of Physics: Conference Series (JPCS). volum 1669.
    Academic article
  • Havenstrøm, Simen Theie; Rasheed, Adil; San, Omer. (2020) Deep Reinforcement Learning Controller for 3D Path Following and Collision Avoidance by Autonomous Underwater Vehicles. Frontiers in Robotics and AI. volum 7.
    Academic article
  • Havenstrøm, Simen Theie; Sterud, Camilla; Rasheed, Adil; San, Omer. (2020) Proportional integral derivative controller assisted reinforcement learning for path following by autonomous underwater vehicles. arXiv.org.
    Academic article
  • Meyer, Eivind; Heiberg, Amalie; Rasheed, Adil; San, Omer. (2020) COLREG-compliant collision avoidance for unmanned surface vehicle using deep reinforcement learning. IEEE Access. volum 8.
    Academic article
  • Meyer, Eivind; Robinson, Haakon; Rasheed, Adil; San, Omer. (2020) Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning. IEEE Access. volum 8.
    Academic article
  • Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2020) An evolve-then-correct reduced order model for hidden fluid dynamics. Mathematics. volum 8 (4).
    Academic article
  • Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil. (2020) Data-driven recovery of hidden physics in reduced order modeling of fluid flows. Physics of Fluids. volum 32 (3).
    Academic article
  • Pawar, Suraj; Ahmed, Shady E; San, Omer; Rasheed, Adil; Navon, Ionel M. (2020) Long short-term memory embedded nudging schemes for nonlinear data assimilation of geophysical flows. Physics of Fluids. volum 32 (7).
    Academic article
  • Pawar, Suraj; San, Omer; Aksoylu, Burak; Rasheed, Adil; Kvamsdal, Trond. (2020) Physics guided machine learning using simplified theories. Physics of Fluids. volum 33 (1).
    Academic article
  • Pawar, Suraj; San, Omer; Rasheed, Adil; Vedula, Prakash. (2020) A priori analysis on deep learning of subgrid-scale parameterizations for Kraichnan turbulence. Theoretical and Computational Fluid Dynamics. volum 34.
    Academic article
  • Rasheed, Adil; San, Omer; Kvamsdal, Trond. (2020) Digital Twin: Values, Challenges and Enablers from a modelling perspective. IEEE Access. volum 8.
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2020) Numerical assessment of RANS turbulence models for the development of data driven Reduced Order Models. Ocean Engineering. volum 196.
    Academic article
  • Tran, Duy Tan; Robinson, Haakon; Rasheed, Adil; San, Omer; Tabib, Mandar; Kvamsdal, Trond. (2020) GANs enabled super-resolution reconstruction of wind field. Journal of Physics: Conference Series (JPCS). volum 1669 (012029).
    Academic article
  • Vaddireddy, Harsha; Rasheed, Adil; Staples, Anne; San, Omer. (2020) Feature engineering and symbolic regression methods for detecting hidden physics from sparse sensor observation data. Physics of Fluids. volum 32 (015113).
    Academic article
  • Ahmed, Shady E; Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil; Navon, Ionel M. (2019) Memory embedded non-intrusive reduced order modeling of non-ergodic flows. Physics of Fluids. volum 31 (12).
    Academic article
  • Fonn, Eivind; Brummelen, Harald van; Kvamsdal, Trond; Rasheed, Adil. (2019) Fast divergence-conforming reduced basis methods for steady Navier–Stokes flow. Computer Methods in Applied Mechanics and Engineering. volum 346.
    Academic article
  • Pawar, Suraj; Rahman, Sk. Mashfiqur; Vaddireddy, H; San, Omer; Rasheed, Adil; Vedula, Prakash. (2019) A deep learning enabler for non-intrusive reduced order modeling of fluid flows. Physics of Fluids. volum 31 (8).
    Academic article
  • Rahman, Sk. Mashfiqur; Pawar, Suraj; San, Omer; Rasheed, Adil; Iliescu, Traian. (2019) Nonintrusive reduced order modeling framework for quasigeostrophic turbulence. Physical review. E. volum 100 (5).
    Academic article
  • Robinson, Haakon; Rasheed, Adil; San, Omer. (2019) Dissecting Deep Neural Networks. arXiv.org.
    Academic article
  • Siddiqui, Muhammad Salman; Fonn, Eivind; Kvamsdal, Trond; Rasheed, Adil. (2019) Finite-Volume High-Fidelity Simulation Combined with Finite-Element-Based Reduced-Order Modeling of Incompressible Flow Problems. Energies. volum 12 (7).
    Academic article
  • Siddiqui, Muhammad Salman; Kvamsdal, Trond; Rasheed, Adil. (2019) High Fidelity Computational Fluid Dynamics Assessment of Wind Tunnel Turbine Test. Journal of Physics: Conference Series (JPCS). volum 1356 (1).
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2019) Validation of the numerical simulations of flow around a scaled-down turbine using experimental data from wind tunnel. Wind and Structures. volum 29 (6).
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2019) Numerical investigation of modeling frameworks and geometric approximations on NREL 5 MW wind turbine. Renewable Energy. volum 132.
    Academic article
  • Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Data-driven deconvolution for large eddy simulations of Kraichnan turbulence. Physics of Fluids. volum 30 (12).
    Academic article
  • Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Subgrid modelling for two-dimensional turbulence using neural networks. Journal of Fluid Mechanics. volum 858.
    Academic article
  • Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2018) A Hybrid Analytics Paradigm Combining Physics-Based Modeling and Data-Driven Modeling to Accelerate Incompressible Flow Solvers. Fluids. volum 3 (3).
    Academic article
  • Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2018) A Hybrid Approach for Model Order Reduction of Barotropic Quasi-Geostrophic Turbulence. Fluids. volum 3 (4).
    Academic article
  • Tabib, Mandar; Løvvik, Ole Martin; Johannessen, Kjetil Andre; Rasheed, Adil; Sagvolden, Espen; Rustad, Anne Marthine. (2018) Discovering Thermoelectric Materials Using Machine Learning: Insights and Challenges. Lecture Notes in Computer Science (LNCS). volum 11139 LNCS.
    Academic article
  • Fonn, Eivind; Tabib, Mandar; Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2017) A step towards reduced order modelling of flow characterized by wakes using Proper Orthogonal Decomposition. Energy Procedia. volum 137.
    Academic article
  • Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar; Kvamsdal, Trond; Kristiansen, Jørn. (2017) Demonstrating the impact of bidirectional coupling on the performance of an ocean-met model. Energy Procedia. volum 137.
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Influence of Tip Speed Ratio on Wake Flow Characteristics Utilizing Fully Resolved CFD Methodology. Journal of Physics: Conference Series (JPCS). volum 854:012043.
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Quasi-Static & Dynamic Numerical Modeling of Full Scale NREL 5MW Wind Turbine. Energy Procedia. volum 137.
    Academic article
  • Tabib, Mandar; Rasheed, Adil; Priya Uteng, Tanu. (2017) Methodology for assessing cycling comfort during a smart city development. Energy Procedia. volum 122.
    Academic article
  • Tabib, Mandar; Rasheed, Adil; Siddiqui, Muhammad Salman; Kvamsdal, Trond. (2017) A full-scale 3D Vs 2.5D Vs 2D analysis of flow pattern and forces for an industrial-scale 5MW NREL reference wind-turbine. Energy Procedia. volum 137.
    Academic article
  • Tabib, Mandar; Siddiqui, Muhammad Salman; Fonn, Eivind; Rasheed, Adil; Kvamsdal, Trond. (2017) Near wake region of an industrial scale wind turbine: comparing LES-ALM with LES-SMI simulations using data mining (POD). Journal of Physics: Conference Series (JPCS). volum 854:012044.
    Academic article
  • Tabib, Mandar; Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond. (2017) Industrial scale turbine and associated wake development-comparison of RANS based Actuator Line Vs Sliding Mesh Interface Vs Multiple Reference Frame method. Energy Procedia. volum 137.
    Academic article
  • Fuchs, Franz Georg; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind. (2016) Wake modeling in complex terrain using a hybrid Eulerian-Lagrangian Split Solver. Journal of Physics: Conference Series (JPCS). volum 753 (8).
    Academic article
  • Nordanger, Knut; Rasheed, Adil; Okstad, Knut Morten; Kvarving, Arne Morten; Holdahl, Runar; Kvamsdal, Trond. (2016) Numerical benchmarking of fluid–structure interaction: An isogeometric finite element approach. Ocean Engineering. volum 124.
    Academic article
  • Rasheed, Adil; Tabib, Mandar. (2016) Flow characterization in Complex Terrain for Aviation Safety. World Academy of Science, Engineering and Technology.
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2016) Numerical analysis of NREL 5MW wind turbine: a study towards a better understanding of wake characteristic and torque generation mechanism. Journal of Physics: Conference Series (JPCS). volum 753 (3).
    Academic article
  • Tabib, Mandar; Rasheed, Adil; Fuchs, Franz Georg. (2016) Analyzing complex wake-terrain interactions and its implications on wind-farm performance. Journal of Physics: Conference Series (JPCS). volum 753 (3).
    Academic article
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2015) Effect of turbulence intensity on the performance of an offshore vertical axis wind turbine. Energy Procedia. volum 80.
    Academic article
  • Fonn, Eivind; Rasheed, Adil; Kvarving, Arne Morten; Kvamsdal, Trond. (2015) Spline based Mesh Generator for high fidelity simulation of flow around turbine blades. Energy Procedia. volum 80.
    Academic article
  • Nordanger, Knut; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Rasheed, Adil. (2015) Simulation of airflow past a 2D NACA0015 airfoil using an isogeometric incompressible Navier-Stokes solver with the Spalart-Allmaras turbulence model. Computer Methods in Applied Mechanics and Engineering. volum 290.
    Academic article
  • Nordanger, Knut; Holdahl, Runar; Kvarving, Arne Morten; Rasheed, Adil; Kvamsdal, Trond. (2015) Implementation and comparison of three isogeometric Navier–Stokes solvers applied to simulation of flow past a fixed 2D NACA0012 airfoil at high Reynolds number. Computer Methods in Applied Mechanics and Engineering. volum 284.
    Academic article
  • Shabnam, Adiba; Rasheed, Adil. (2015) Investigation of the influence of 5-HT1A R agonist and 5-HT2A/2C R agonist in m-RNA expression of AMPA-R GABA-Aα1 R and BDNF in HT-22 cells of mice using PCR and statistical technique. Journal of Applied & Computational Mathematics.
    Abstract
  • Süld, Jakob Kristoffer; Rasheed, Adil; Kristiansen, Jørn; Sætra, Øyvind; Carrasco, Ana; Kvamsdal, Trond. (2015) Mesoscale numerical modelling of met-ocean interactions. Energy Procedia. volum 80.
    Academic article
  • Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2015) Investigation of the impact of wakes and stratification on the performance of an onshore wind farm. Energy Procedia. volum 80.
    Academic article
  • Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2015) LES and RANS simulation of onshore Bessaker wind farm: analyzing terrain and wake effects on wind farm performance. Journal of Physics: Conference Series (JPCS). volum 625:012032.
    Academic article
  • van Opstal, Timo Matteo; Fonn, Eivind; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Mathisen, Kjell Magne; Nordanger, Knut; Okstad, Knut Morten; Rasheed, Adil; Tabib, Mandar. (2015) Isogeometric methods for CFD and FSI-simulation of flow around turbine blades. Energy Procedia. volum 80.
    Academic article
  • Rasheed, Adil; Holdahl, Runar; Kvamsdal, Trond; Åkervik, Espen. (2014) A Comprehensive Simulation Methodology for Fluid-Structure Interaction of Offshore Wind Turbines. Energy Procedia. volum 53.
    Academic article
  • Rasheed, Adil; Mushtaq, Asif. (2014) Numerical analysis of flight conditions at the Alta airport, Norway. Aviation. volum 18 (3).
    Academic article
  • Rasheed, Adil; Süld, Jakob Kristoffer; Kvamsdal, Trond. (2014) A Multiscale Wind and Power Forecast System for Wind Farms. Energy Procedia. volum 53.
    Academic article
  • Rasheed, Adil; Robinson, Darren. (2013) Characterization of dispersive fluxes in Mesoscale models using LES of flow over an array of cubes. International Journal of Atmospheric Sciences.
    Academic article
  • Rasheed, Adil; Sørli, Karstein. (2013) CFD Analysis of Terrain Induced Turbulence at Kristiansand Airport, Kjevik. Aviation. volum 17 (3).
    Academic article
  • Rasheed, Adil; Sørli, Karstein; Holdahl, Runar; Kvamsdal, Trond. (2012) A Multiscale Approach to Micrositing of Wind Turbines. Energy Procedia. volum 14.
    Academic article
  • Rasheed, Adil; Robinson, Darren; Clappier, Alain; Narayanan, Chidambaram; Lakehal, Djamel. (2011) Representing complex urban geometries in mesoscale modeling. International Journal of Climatology. volum 31 (2).
    Academic article

Artistic productions

  • Rasheed, Adil. (2014) Cover page of the proceedings of the Parallel CFD 2014 conference. CIMNE, Spain. 2014.
    Visual Arts
  • Rasheed, Adil. (2013) Two paintings to be awarded to the winners of the Best Poster Award on the NOWITECH Day 2013. NOWITECH, Trondheim, Norway. 2013.
    Visual Arts

Books

  • Rasheed, Adil; San, Omer; Kvamsdal, Trond. (2019) Hybrid Analysis and Modeling as an enabler for Big Data Cybernetics. 2019. ISBN 978-952-62-2420-6. Proceedings of NSCM 32: The 32nd Nordic Seminar on Computational Mechanics (1).
    Academic anthology/Conference proceedings

Part of book/report

  • Bjørkøy, Håvard; Engmark, Hans A.; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization Based Control of Nonlinear Systems. Proceedings of the European Control Conference 2022 (ECC 2022).
    Academic chapter/article/Conference paper
  • Busetto, Riccardo; Larsen, Thomas Nakken; Rasheed, Adil; Varagnolo, Damiano; Formentin, Simone. (2022) A receding-horizon estimation and control framework for the content sequencing problem. Proceedings of the European Control Conference 2022 (ECC 2022).
    Academic chapter/article/Conference paper
  • Busetto, Riccardo; Larsen, Thomas Nakken; Rasheed, Adil; Varagnolo, Damiano; Formentin, Simone. (2022) A receding-horizon estimation and control framework for the content sequencing problem. Proceedings of the European Control Conference 2022 (ECC 2022).
    Academic chapter/article/Conference paper
  • Engmark, Hans Alvar; Bjørkøy, Håvard Bjørgan; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization of systems in nonlinear control canonical normal form. IEEE 61st Conference on Decision and Control (CDC 2022).
    Academic chapter/article/Conference paper
  • Jain, Ravinder Praveen Kumar; Brekke, Edmund Førland; Rasheed, Adil. (2022) Unsupervised Clustering of Marine Vessel Trajectories in Historical AIS Database. 2022 25th International Conference on Information Fusion - FUSION.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Stene, Jon Kåre; Rasheed, Adil; Langeland, Ove; Gundersen, Frants Henrik. (2022) Machine Learning for Capacity Utilization Along the Routes of an Urban Freight Service. Intelligent Technologies and Applications: 4th International Conference, INTAP 2021, Grimstad, Norway, October 11–13, 2021, Revised Selected Papers.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Rasheed, Adil; Priya Uteng, Tanu. (2021) Machine learning with subsequent physics-based analytics for guiding transport planning. Proceedings of the International Conference on Applied Artificial Intelligence (ICAPAI) 2021.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Midtbø, Knut Helge; Skaslien, Tor; Rasheed, Adil; Kvamsdal, Trond. (2020) Towards Understanding Wind Impact for Drone Operations: A Comparison of Wind Models Operating on Different Scales in a Nested Multiscale Set-Up. Proceedings from the 14th International Conference on CFD in Oil & Gas, Metallurgical and Process Industries, SINTEF, Trondheim, Norway, October 12–14, 2020.
    Academic chapter/article/Conference paper
  • Gupta, Prateek; Steen, Sverre; Rasheed, Adil. (2019) Big Data Analytics As a Tool to Monitor Hydrodynamic Performance of a Ship. ASME 2019 38th International Conference on Ocean, Offshore and Arctic Engineering. Volume 7A: Ocean Engineering.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond. (2019) High-Resolution Cfd Modelling and Prediction of Terrain-Induced Wind Shear and Turbulence for Aviation Safety. MekIT’19 - 10th National Conference on Computational Mechanics (Trondheim, Norway, 3-4 June 2019).
    Academic chapter/article/Conference paper
  • Fonn, Eivind; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) A Step Towards a Reduced Order Modelling of Flow Characterized by Wakes Using Proper Orthogonal Decomposition. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 1: Offshore Technology.
    Academic chapter/article/Conference paper
  • Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar. (2017) Effect of UNI- and bi-directional coupling of ocean-met interaction on significant wave height and local wind. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 7B: Ocean Engineering.
    Academic chapter/article/Conference paper
  • Rasheed, Adil; Tabib, Mandar; Kristiansen, Jørn. (2017) Wind farm modeling in a realistic environment using a multiscale approach. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 10: Ocean Renewable Energy.
    Academic chapter/article/Conference paper
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind; Kvamsdal, Trond. (2017) On interactions between wind turbines and the marine boundary layer. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 10: Ocean Renewable Energy.
    Academic chapter/article/Conference paper
  • Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) Numerical Modeling Framework for Wind Turbine Analysis & Atmospheric Boundary Layer Interaction. 35th Wind Energy Symposium, Grapevine, Texas, 9 - 13 January 2017.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Rasheed, Adil; Fonn, Eivind. (2017) A COMPUTATIONAL FRAMEWORK INVOLVING CFD AND DATA MINING TOOLS FOR ANALYZING DISEASE IN CAROTID ARTERY BIFURCATION. Progress in Applied CFD – CFD2017 Selected papers from 12th International Conference on Computational Fluid Dynamics in the Oil & Gas, Metallurgical and Process Industries.
    Academic chapter/article/Conference paper
  • Tabib, Mandar; Rasheed, Adil; Fuchs, Franz Georg. (2017) Analysis of Unsteady Hydrodynamics Related to Vortex Induced Vibrations on Bluff-Bodied Offshore Structure. ASME 2017 36th International Conference on Ocean, Offshore and Arctic Engineering - Volume 2: Prof. Carl Martin Larsen and Dr. Owen Oakley Honoring Symposia on CFD and VIV.
    Academic chapter/article/Conference paper
  • Kvarving, Arne Morten; Holdahl, Runar; Kvamsdal, Trond; Rasheed, Adil. (2014) Parallel computations of air flow around wind turbine blades. Parallel Computational Fluids Dynamics- PARALLEL CFD 2014, A book of extended abstracts of the 26th International Conference on Computational Fluid Dynamics held in Trondheim, Norway, 20-22 May, 2014.
    Academic chapter/article/Conference paper
  • Rasheed, Adil; Kvamsdal, Trond. (2014) Multiscale Wind Modeling. Parallel Computational Fluids Dynamics- PARALLEL CFD 2014, A book of extended abstracts of the 26th International Conference on Computational Fluid Dynamics held in Trondheim, Norway, 20-22 May, 2014.
    Academic chapter/article/Conference paper
  • Rasheed, Adil; Sørli, Karstein. (2014) A multiscale turbulence prediction and alert system for airports in hilly regions. 2014 IEEE Aerospace Conference; Big Sky, MT; United States; 1-8 March 2014.
    Academic chapter/article/Conference paper
  • Rasheed, Adil; Robinson, Darren. (2011) The Urban Climate. Computer modelling for sustainable urban design : physical principles, methods, and applications.
    Academic chapter/article/Conference paper

Report

  • Tabib, Mandar; Rasheed, Adil. (2021) Drone-based transport of biological material: Wind and turbulence prediction at OUS, Hospital for path planning. 2021. ISBN 978-82-14-07670-7. SINTEF Rapport (2021:00533).
    Report
  • Tran, Duyen; Rasheed, Adil. (2020) Convolutional Neural Network and Generative Adversarial Networks Enabled Resolution Enhancement of Numerical Simulations. Norges teknisk-naturvitenskapelige universitet. 2020.
    Master thesis
  • Tabib, Mandar; Rasheed, Adil. (2017) Machine learning based investigation of influence of weather on transport mobility. 2017. ISBN 978-82-14-06678-4. SINTEF Rapport (2017:00703).
    Report
  • Rasheed, Adil; Tabib, Mandar; Fuchs, Franz Georg. (2016) Wake Vortex Micro-Scale Turbulence Prototype Development and Sensitivity Studies. 2016.
    Report
  • Tabib, Mandar; Fuchs, Franz Georg; Rasheed, Adil. (2016) Report on wake vortex micro-scale turbulent airflow interaction methodologies. 2016.
    Report
  • Sørli, Karstein; Tabib, Mandar; Rasheed, Adil. (2015) Analysis of Turbulent Wakes Behind Helicopter Hangars at Sola Airport. 2015. ISBN 978-82-14-05905-2. SINTEF Rapport (A27048).
    Report
  • Sørli, Karstein; Rasheed, Adil. (2013) Impact Assessment of Adverse Turbulence due to Landscape changes close to Airports. Mathematical and Software Tools for Terrain Modification and Impact Assessment. 2013. ISBN 9788214053357. SINTEF Rapport (A25598).
    Report
  • Sørli, Karstein; Rasheed, Adil. (2011) Terrain-forced Wind and Turbulence and Optimization of Local Domains and Grids for Terrain-induced Turbulence Forecast. 2011. ISBN 978-82-14-04987-9. SINTEF Rapport (A19928).
    Report

Teaching

Courses

  • TK8117 - Multivariate Data Analysis - Advanced Topics
  • TTK4853 - Experts in Teamwork - Virtual reality-based digital twin
  • TTK4260 - Multivariate analysis and Machine learning methods

Media

2023

  • Poster
    Nivlet, Philippe; Bjørkevoll, Knut Steinar; Tabib, Mandar Vasudeo; Skogestad, Jan Ole; Lunde, Bjørnar; Nybø, Roar; Rasheed, Adil. (2023) Towards Real-Time Bad Hole Cleaning Problem Detection Through Adaptive Deep Learning Models. Middle East Oil, Gas and Geosciences Show . SPE; Manama, Bahrein. 2023-02-19 - 2023-02-21.

2022

  • Poster
    Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; van Brummelen, Harald. (2022) A reduced order model strategy for the efficient approximation of transient, turbulent flow around wind-turbine blades. EERA Deepwind 2022 ; Trondheim. 2022-01-19 - 2022-01-21.
  • Lecture
    Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; van Brummelen, Harald. (2022) Complexity reduction of geometrically parametrised turbulent flows via reduced order models. WCCM 2022 ; 2022-07-31 - 2022-08-05.
  • Lecture
    Tsiolakis, Vasileios; Kvamsdal, Trond; Rasheed, Adil; Fonn, Eivind; van Brummelen, Harald. (2022) Reduced order models for the solution of geometrically-parametrised turbulent flow problems. ECCOMAS 2022 ; 2022-06-05 - 2022-06-09.

2021

  • Poster
    Blakseth, Sindre Stenen; Rasheed, Adil; Kvamsdal, Trond; San, Omer. (2021) Deep Neural Network Enabled Corrective Source Term Approach for Predictive Digital Twins. NorwAI Innovate Conference . Norwegian Research Center for AI Innovation; Trondheim. 2021-10-20 - 2021-10-20.
  • Academic lecture
    Rasheed, Adil; Kvamsdal, Trond. (2021) Hybrid Analysis and Modeling. Lectures at the Center for Modeling of Coupled Subsurface Dynamics, University of Bergen. ; 2021-04-09 - 2021-04-23.
  • Academic lecture
    Rasheed, Adil; Lekkas, Anastasios M.. (2021) Organization of mini symposium on Explainable AI and Hybrid Analysis and Modeling. Computational Sciences and AI in Industry ; 2021-06-07 - 2021-06-09.

2019

  • Academic lecture
    Ahmed, Shady; Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2019) LSTM based nonintrusive ROM of convective flows. 72nd Annual Meeting of the APS Division of Fluid Dynamics ; Seattle, Washington. 2019-11-23 - 2019-11-26.
  • Academic lecture
    Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2019) Data-driven filter estimation for the sub-grid modelling of Kraichnan turbulence,. SIAM Conference on Computational Science and Engineering ; 2019-02-25 - 2019-03-01.
  • Academic lecture
    Pawar, Suraj; San, Omer; Rasheed, Adil. (2019) Deep learning based sub-grid scale closure for LES of Kraichnan turbulence. 72nd Annual Meeting of the APS Division of Fluid Dynamics ; Seattle, Washington. 2019-11-23 - 2019-11-26.
  • Academic lecture
    Rahman, Sk. Mashfiqur; San, Omer; Rasheed, Adil. (2019) A Hybrid Approach for Model Order Reduction of Barotropic Quasi-geostrophic Turbulence. SIAM Conference on Computational Science and Engineering ; 2019-02-25 - 2019-03-01.
  • Popular scientific lecture
    Rasheed, Adil. (2019) Stordata-kybernetikk / Big Data Cybernetics. Teka Big Data Seminar . Tekna; Trondheim. 2019-11-27 - 2019-11-27.
  • Academic lecture
    Sterud, Camilla; Robinson, Haakon; Rasheed, Adil; Moe, Signe; San, Omer. (2019) Deep Reinforcement Learning for Path Following and Collision Avoidance. 5th Norwegian Big Data Symposium ; Trondheim. 2019-11-13.

2018

  • Academic lecture
    Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Data-driven deconvolution for the large eddy simulation of Kraichnan turbulence. 71st Annual Meeting of the APS Division of Fluid Dynamics ; 2018-11-18 - 2018-11-20.
  • Academic lecture
    Maulik, Romit; San, Omer; Rasheed, Adil; Vedula, Prakash. (2018) Physics-based artificial neural network formulations for LES of Kraichnan turbulence. 2nd MAE Graduate Research Symposium, Oklahoma State University, Stillwater ; Oklahoma. 2018-11-02 - 2018-11-02.
  • Academic lecture
    Rahman, Sk. Mashfiqur; Rasheed, Adil; San, Omer. (2018) A Hybrid Analytics Paradigm Combining Physics-Based Modeling and Data-Driven Modeling to Accelerate Incompressible Flow Solvers. 71st Annual Meeting of the APS Division of Fluid Dynamics ; 2018-11-18 - 2018-11-20.
  • Academic lecture
    Rasheed, Adil. (2018) Industry performance enhanced by hybrid modelling. SINTEF Petroleum Conference 2018 ; 2018-03-20 - 2018-03-21.
  • Academic lecture
    Tabib, Mandar; Khan, Malik Muhammad Zaki Murtaza; Lingjærde, Ole Christian; Johannessen, Kjetil Andre; Rasheed, Adil; Fonn, Eivind; Masegosa, Andres; Brodtkorb, André R.. (2018) Geilo Winter School in eScience on Artificial Intelligence. Geilo Winter School in eScience ; 2018-01-21 - 2018-01-26.
  • Poster
    Tabib, Mandar; Løvvik, Ole Martin; Johannessen, Kjetil Andre; Rasheed, Adil; Sagvolden, Espen; Rustad, Anne Marthine. (2018) Discovering Thermoelectric Materials Using Machine Learning: Insights and Challenges. ICANN 2018 conference ; Rhodes. 2018-10-01 - 2018-10-05.
  • Lecture
    Tabib, Mandar; Rasheed, Adil. (2018) Hybrid analytics for drone landing and take-off in urban areas. Drones within the health care sector (http://www.hamarregionen.net/arrangementer/droner-i-helsesektoren/) . Oslo University, SI and Helsevel, Research council norway.; Hamar kulturhus. 2018-06-19 - 2018-06-19.

2017

  • Lecture
    Fonn, Eivind; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) A Step towards a Reduced Order Modelling of Flow Characterized by Wakes Using Proper Orthogonal Decomposition. OMAE 36th International Conference on Ocean, Offshore & Arctic Engineering . ASME; Trondheim. 2017-06-25 - 2017-06-30.
  • Popular scientific lecture
    Rasheed, Adil. (2017) Hybrid Analytics: Combining physics based modeling and machine learning algorithms. Kongsberg Technology Conference . Kongsberg Gruppen ASA; Sundvollen. 2017-09-07 - 2017-09-08.
  • Popular scientific lecture
    Rasheed, Adil. (2017) Reflection on how to utilize Machine Learning and Artificial Intelligence in our current workflow. BigLearn Kickoff Meeting . SINTEF; Trondheim. 2017-06-12 - 2017-06-12.
  • Popular scientific lecture
    Rasheed, Adil. (2017) Why we find turbulent flight paths exciting ?. Forskning å være stolt av, SINTEF Ledersamling . SINTEF; Trondheim. 2017-05-22 - 2017-05-23.
  • Lecture
    Rasheed, Adil; Süld, Jakob Kristoffer; Tabib, Mandar. (2017) Effect of Uni- and Bi-Directional Coupling of Ocean-Met Interaction on Significant Wave Height and Local Wind. OMAE - 36th International Conference on Ocean, Offshore & Arctic Engineering . ASME; Trondheim. 2017-06-25 - 2017-06-30.
  • Lecture
    Rasheed, Adil; Tabib, Mandar. (2017) Wind Farm Modeling in a Realistic Environment Using a Multiscale Approach. OMAE 36th International Conference on Ocean, Offshore & Arctic Engineering . ASME; Trondheim. 2017-06-25 - 2017-06-30.
  • Poster
    Rasheed, Adil; Tabib, Mandar; Süld, Jakob Kristoffer; Kristiansen, Jørn; Kvamsdal, Trond. (2017) Demonstrating the improved performance of an Ocean-Met model using bi-directional coupling. EERA DEEPWIND'2017, 14TH DEEP SEA OFFSHORE WIND R&D CONFERENCE ; 2017-01-18 - 2017-01-20.
  • Lecture
    Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) On Interactions between Wind Turbines and the Marine Boundary Layer. OMAE 36th International Conference on Ocean, Offshore & Arctic Engineering . ASME; Trondheim. 2017-06-25 - 2017-06-30.
  • Lecture
    Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2017) Quasi-Static & Dynamic Numerical Modeling of Full Scale NREL 5MW Wind Turbine. DeepWind 2017 . SINTEF and NOWITECH; Trondheim. 2017-06-25 - 2017-06-30.
  • Poster
    Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) Explaining the Torque vs TSR curve in a Fully Resolved Setting on a Mega Watt Size Wind Turbine. 14th Deep Sea Offshore Wind Conference, Deepwind, 18-21 January 2017, Trondheim, Norway. . SINTEF Energy; Trondheim. 2017-01-18 - 2017-01-21.
  • Lecture
    Siddiqui, Muhammad Salman; Rasheed, Adil; Tabib, Mandar; Kvamsdal, Trond. (2017) Numerical Modeling Framework for Wind Turbine Analysis & Atmospheric Boundary Layer Interaction. Scitech Conference . AIAA; Grapevine Texas. 2017-01-09 - 2017-01-13.
  • Lecture
    Tabib, Mandar; Rasheed, Adil. (2017) Analysis of Unsteady Hydrodynamics Related to Vortex Induced Vibrations on Bluff-Bodied Offshore Structure. OMAE 2017 - 36th International Conference on Ocean, Offshore & Arctic Engineering . ASME; 2017-06-25 - 2017-06-30.
  • Lecture
    Tabib, Mandar; Rasheed, Adil; Fonn, Eivind. (2017) A computational framework involving CFD and data mining tools for analyzing disease in carotid artery bifurcation. CFD 2017 . SINTEF; Trondheim. 2017-05-31 - 2017-06-01.
  • Lecture
    Tabib, Mandar; Rasheed, Adil; Fonn, Eivind; Siddiqui, Muhammad Salman; Kvamsdal, Trond. (2017) Near wake region of an industrial scale wind turbine: comparing LES-ALM with LES-SMI simulations using data mining. WAKE 2017 ; 2017-05-30 - 2017-06-01.
  • Lecture
    Tabib, Mandar; Rasheed, Adil; Priya Uteng, Tanu. (2017) Methodology for assessing cycling comfort during a smart city development. CISBAT 2017 . EPFL University; LAUSANNE. 2017-08-06 - 2017-08-08.
  • Poster
    Tabib, Mandar; Rasheed, Adil; Siddiqui, Muhammad Salman. (2017) A 3D Vs 2.5D Vs 2D CFD analysis of 5MW NREL reference wind-turbine to study impact of bluff section. EERA Deepwind Conference . NOWITECH SINTEF; Trondheim. 2017-01-18 - 2017-01-21.
  • Poster
    Tabib, Mandar; Rasheed, Adil; Siddiqui, Muhammad Salman. (2017) Simulating Single turbine and associated wake development - comparison of computational methods (Actuator Line Vs Sliding Mesh Interface Vs Multiple Reference Frame) for an industrial scale wind turbine. EERA Deepwind Conference . EERA , NOWITECH SINTEF; Trondheim. 2017-01-08 - 2017-01-21.

2016

  • Poster
    Fuchs, Franz Georg; Rasheed, Adil; Tabib, Mandar; Fonn, Eivind. (2016) Wake modeling in complex terrain using a hybrid Eulerian-Lagrangian Split Solver. The Science of Making Torque from Wind (TORQUE 2016) ; 2016-10-05 - 2016-10-07.
  • Lecture
    Rasheed, Adil. (2016) Empirical Model Decomposition based mathematical modelling strategy for analyzing Actigraphy Data and correlating it to Clinical Psychiatric Evaluation. Actigraphy Seminar . St.; Trondheim. 2016-03-14 - 2016-03-15.
  • Lecture
    Rasheed, Adil. (2016) Numerical simulation strategy from 2D blade sections to windfarms. Japan-Norway meeting on Offshore Energy Systems . SINTEF Energi; Trondheim. 2016-09-07 - 2016-09-09.
  • Lecture
    Rasheed, Adil. (2016) Wind Energy Modelling from a Wind Farm to a Wind Blade Scale / Recent Innovations in Wind Engineering in Norway and Potential for Collaborations. Tsukuba Science Week 2016 ; Tsukuba. 2016-09-17 - 2016-09-19.

2015

  • Poster
    Kvamsdal, Trond; Kvarving, Arne Morten; Mathisen, Kjell Magne; Nordanger, Knut; Okstad, Knut Morten; Rasheed, Adil; Fonn, Eivind; Opstal, Timo Matteo van; Tabib, Mandar. (2015) Strip theory approach for FSI-simulations of flow around turbine blades. EERA DeepWind'2015 Deep Sea Offshore Wind R&D Conference ; Trondheim. 2015-02-04 - 2015-02-06.
  • Poster
    Kvarving, Arne Morten; Kvamsdal, Trond; Rasheed, Adil; Okstad, Knut Morten; Fonn, Eivind; Mathisen, Kjell Magne; Nordanger, Knut; van Opstal, Timo Matteo; Tabib, Mandar. (2015) 3D CFD and FSI-simulation of flow around turbine blades. Deepwind'2015 ; Trondheim. 2015-02-04 - 2015-02-06.
  • Poster
    Mushtaq, Asif; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2015) Statistical analysis of wind mast data from the Bassaker Wind Farm. EERA DeepWind 2015, 12th Deep Sea Offshore Wind R&D Conference . NOWITECH (Norwegian Research Center for Offshore Wind Tech.); Trondheim. 2015-02-04 - 2015-02-06.
  • Poster
    Okstad, Knut Morten; Mathisen, Kjell Magne; Kvamsdal, Trond; Kvarving, Arne Morten; Nordanger, Knut; Rasheed, Adil; Tabib, Mandar; Opstal, Timo Matteo van. (2015) 3D Beam element for FSI-simulation of flow around turbine blades. EERA DeepWind'2015, 12th Deep Sea Offshore Wind R&D Conference; ; Trondheim. 2015-02-04 - 2015-02-06.
  • Lecture
    Rasheed, Adil; Tabib, Mandar. (2015) Flow Characterization in Complex Terrain for Aviation Safety. ICAAEAT 2016 : 18th International Conference on Advanced Aerospace Engineering and Atmospheric Turbulence ; 2015-01-07 - 2015-01-08.
  • Lecture
    Shabnam, Adiba; Rasheed, Adil. (2015) Investigation of the influence of 5-HT1A R agonist and 5-HT2A/2C R agonist in m-RNA expression of AMPA-R GABA-Aα 1R and BDNF in HT-22 cells of mice. 4th International Conference and Exhibition on Biometrics and Biostatistics ; San Antonio. 2015-11-16 - 2015-11-18.
  • Lecture
    Siddiqui, Muhammad Salman; Rasheed, Adil; Kvamsdal, Trond; Tabib, Mandar. (2015) Three Dimensional Variable Turbulent Intensity Flow Field Characterization of a Vertical Axis Wind Turbine. 12 Deep Sea Offshore Wind R&D Conference . SINTEF Energy; Trondheim. 2015-02-04 - 2015-02-06.
  • Poster
    Tabib, Mandar; Rasheed, Adil; Kvamsdal, Trond; Mushtaq, Asif; Fonn, Eivind; van Opstal, Timo Matteo; Kvarving, Arne Morten. (2015) Investigation of the impact of wakes and stratification on the performance of an onshore wind farm. EERA DeepWind 2015, 12th Deep Sea Offshore Wind R&D Conference . NOWITECH (Norwegian Research Center for Offshore Wind Tech.); Trondheim. 2015-02-04 - 2015-02-06.
  • Academic lecture
    van Opstal, Timo Matteo; Fonn, Eivind; Holdahl, Runar; Kvamsdal, Trond; Kvarving, Arne Morten; Mathisen, Kjell Magne; Nordanger, Knut; Okstad, Knut Morten; Rasheed, Adil; Tabib, Mandar. (2015) Isogeometric methods for CFD and FSI-simulation of flow around turbine blades. EERA DeepWind’2015 . SINTEF; Trondheim. 2015-02-04 - 2015-02-06.

2014

  • Poster
    Rasheed, Adil; Süld, Jakob Kristoffer; Kvamsdal, Trond. (2014) A Multiscale Wind and Power Forecast System for Wind Farms. 10th Deep Sea Offshore Wind R&D Conference, Deep Wind 2014 ; 2014-01-22 - 2014-01-24.
  • Poster
    Rasheed, Adil; Holdahl, Runar; Åkervik, Espen; Kvamsdal, Trond. (2014) FSI: Fluid Solid Interaction for Wind Turbine. 10th Deep Sea Offshore Wind R&D Conference, Deep Wind 2014 ; 2014-01-22 - 2014-01-24.
  • Lecture
    Rasheed, Adil; Kvamsdal, Trond. (2014) Multiscale Wind and Temperature Modeling. 26th International Conference on Computational Fluid Dynamics . International Center for Numerical Methods in Engineering; Trondheim. 2014-05-20 - 2014-05-22.
  • Lecture
    Sørli, Karstein; Rasheed, Adil; Midtbø, Knut H.; Süld, Jakob K.. (2014) Atmospheric and Wake Vortex Turbulence - Analysis and Forecasting by Mathematical Modelling and Numerical Simulations. ATM Seminar . SINTEF; Forskningsveien 1, Oslo. 2014-02-27 - 2014-02-27.

2013

  • Poster
    Rasheed, Adil; Holdahl, Runar; Kvarving, Arne Morten; Süld, Jakob Kristoffer. (2013) Fluid Solid Interaction for Wind Turbines. NOWITECH DAY . SINTEF Energie; Trondheim. 2013-06-11 - 2013-06-11.
  • Popular scientific lecture
    Rasheed, Adil; Sørli, Karstein; Süld, Jakob Kristoffer; Midtbø, Knut Helge. (2013) Downscaling as a way to predict hazardousconditions for aviation activities. SESAR Innovation Day ; 2013-11-26 - 2013-11-28.
  • Popular scientific lecture
    Rasheed, Adil; Kvamsdal, Trond; Tande, Johan Olav. (2013) Norwegian Offshore Wind Technology: NOWITECH project. Indo-Norwegian Workshop 2013 . Norwegian Research Council; Mumbai. 2013-05-05 - 2013-05-10.
  • Academic lecture
    Rasheed, Adil; Sørli, Karstein; Hagen, Trond Runar. (2013) A Multiscale Approach to Micrositing of Wind Turbines. Invited talk . Kongsberg; Trondheim. 2013-05-23 - 2013-05-23.

2012

  • Popular scientific lecture
    Rasheed, Adil. (2012) Microscale CFD model for Wind Energy Forecast in a complex terrain. Laboratory Visit . National Center for Atmospheric Research; Boulder, Colorado. 2012-11-14 - 2012-11-14.
  • Academic lecture
    Rasheed, Adil; Sørli, Karstein; Kvamsdal, Trond. (2012) Application of a Multiscale Turbulence Prediction System for aviation safety and wind turbine siting. European Congress on Computational Methods in Applied Sciences and Engineering ; Vienna. 2012-09-10 - 2012-09-14.
  • Lecture
    Rasheed, Adil; Sørli, Karstein; Ødegaard, Viel; Kvamsdal, Trond; Midtbø, Knut Helge. (2012) Potential of Numerical Turbulence Prediction System for Wind Turbine Micrositing. International Conference on Renewable Energy Utilization ; 2012-01-02 - 2012-01-06.
  • Academic lecture
    Rasheed, Adil; Sørli, Karstein; Ødegard, Viel; Kvamsdal, Trond; Midtbø, Knut Helge. (2012) Potential of Numerical Turbulence Prediction System for Wind Turbine Micrositing. International Conference on Renewable Energy Utilization ; Coimbatore. 2012-01-04 - 2012-01-06.

2011

  • Academic lecture
    Rasheed, Adil. (2011) Analysis and Siting of a New Runway at the Sandnessjøen Airport, Stokka with respect to mountain induced turbulence. Norwegian Meteorological Institute ; Oslo, Norway. 2011-09-30 - 2011-09-30.
  • Academic lecture
    Rasheed, Adil. (2011) Analysis of Terrain-Induced Turbulence on Alternative Airport Locations at the Faroes Islands using Numerical Simulation. Faroe Island ; Copenhagen, Denmark. 2011-08-30 - 2011-08-30.
  • Academic lecture
    Rasheed, Adil. (2011) Potential of a Multiscale Turbulence Prediction System as a Wind Turbine Siting Tool. Møte med Trønderenergi ; Trondheim. 2011-10-06 - 2011-10-06.
  • Lecture
    Rasheed, Adil; Sørli, Karstein; Holdahl, Runar; Kvamsdal, Trond. (2011) A Multiscale Approach to Micrositing of Wind Turbines. International Conference on Advances in Energy Engineering ; Bangkok. 2011-12-27 - 2011-12-29.

2010

  • Lecture
    Rasheed, Adil; Robinson, Darren; Lakehal, Djamel. (2010) On the Effects of Complex Urban Geometries on Mesoscale Modelling. International Symposium on Computational Wind Engineering ; 2010-05-23 - 2010-05-27.

2009

  • Academic lecture
    Rasheed, Adil. (2009) Recent Developments in Turbulence Modeling. Institute Visit . Norwegian Meteorologial Institute; Oslo. 2009-11-14 - 2009-11-14.
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