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  1. Employees

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Damiano Varagnolo

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Damiano Varagnolo

Professor
Department of Engineering Cybernetics

damiano.varagnolo@ntnu.no
+4748128922 Elektro D/B2, D233, Gløshaugen
About Publications Teaching Outreach

About

Personal website: http://folk.ntnu.no/damianov/

Competencies

  • Cybernetics

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2025

  • Doshmanziari, Roya; Aandahl, Hakon Strand; Reierstad, Havard Pettersen; Danielsson, Marius Lyng; Baumgart, Julia Kathrin; Varagnolo, Damiano. (2025) Data-driven techniques for estimating energy expenditure in wheelchair users. IEEE transactions on neural systems and rehabilitation engineering
    Academic article
  • Matous, Josef; Pettersen, Kristin Ytterstad; Varagnolo, Damiano; Paliotta, Claudio. (2025) A Distributed NSB Algorithm for Formation Path Following. IEEE Transactions on Control Systems Technology
    Academic article
  • Matous, Josef; Pettersen, Kristin Ytterstad; Varagnolo, Damiano; Paliotta, Claudio; Ruud, Else-Line Malene. (2025) Adaptive Hand Position for Underactuated Underwater Vehicles. IEEE Journal of Oceanic Engineering
    Academic article

2024

  • Arjomandi-Nezhad, Ali; Guo, Yifei; Pal, Bikash C.; Varagnolo, Damiano. (2024) A Model Predictive Approach for Enhancing Transient Stability of Grid-Forming Converters. IEEE Transactions on Power Systems
    Academic article
  • Bjørkøy, Håvard Bjørgan; Varagnolo, Damiano. (2024) Hyperparameters Tuning in Regularized System Identification with Nonzero Prior Means . IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Wengle, Emil; Erstorp, Elias Strandell; Lidström, Viktor; Varagnolo, Damiano; Dong, Hefeng. (2024) Experimental assessment of a JANUS-based consensus protocol. Computer Networks
    Academic article
  • Hoff, Simon Andreas Hagen; Matous, Josef; Varagnolo, Damiano; Pettersen, Kristin Ytterstad. (2024) Communication-aware formation control for networks of AUVs. European Journal of Control
    Academic article
  • Matous, Josef; Paliotta, Claudio; Pettersen, Kristin Ytterstad; Varagnolo, Damiano. (2024) The Hand Position Concept for Control of Underactuated Underwater Vehicles. IEEE Transactions on Control Systems Technology
    Academic article
  • Hoff, Simon Andreas Hagen; Haraldstad, Vegard; Hogstad, Bjørnar Reitan; Varagnolo, Damiano. (2024) Side-scan sonar based landmark detection for underwater vehicles. Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
    Academic article
  • Hoff, Simon Andreas Hagen; Schmidt-Didlaukies, Henrik; Basso, Erlend Andreas; Varagnolo, Damiano; Pettersen, Kristin Ytterstad. (2024) Underwater vehicle navigation using bearing measurements from a mobile beacon. IFAC-PapersOnLine
    Academic article
  • Aminian, Behdad; Wengle, Johan Emil Hugo; Iadarola, Federico; Varagnolo, Damiano. (2024) A distributed optimization approach for the adaptation of underwater acoustic communication protocols. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Knorn, Steffi; Visioli, Antonio; Stoica, Cristina; Lichtenberg, Gerwald; Varagnolo, Damiano; Sanchez Corrales, Helem Sabina. (2024) Santa has Everything under Control: A Control Themed Advent Calendar. IFAC-PapersOnLine
    Academic article
  • Knorn, Steffi; Sanchez, Helem; Rotondo, Damiano; Varagnolo, Damiano; Guzman, Jose Luis; Lichtenberg, Gerwald. (2024) Analysis of Participants’ Feedback on a control-themed Advent calendar. IFAC-PapersOnLine
    Academic article
  • Knorn, Steffi; Sanchez, Helem; Rotondo, Damiano; Varagnolo, Damiano; Guzman, Jose Luis; Lichtenberg, Gerwald. (2024) Quantitative analysis of control-themed Advent calendar questions based on the using-explaining taxonomy. IFAC-PapersOnLine
    Academic article
  • Biswas, Sinchan; Risinggård, Vetle Kjær; Sparta, Manuel; Varagnolo, Damiano. (2024) Data-Driven Modelling of Electrode Resistance in Submerged Arc Furnaces. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Abritta, Ramon; Pavlov, Alexey; Varagnolo, Damiano; Børresen, Børre Tore. (2024) Inter-array cabling optimization in offshore wind power plants, a new reliability indicator for radial grids. Open Research Europe
    Academic article
  • Alshantti, Abdallah A S; Varagnolo, Damiano; Rasheed, Adil; Rahmati, Aria; Westad, Frank. (2024) CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis. IEEE Access
    Academic article

2023

  • Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. IFAC-PapersOnLine
    Academic article
  • Mattern, Enni; Jackson, Roxanne R.; Doshmanziari, Roya; Dewitte, Marieke; Varagnolo, Damiano; Knorn, Steffi. (2023) Emotion Recognition from Physiological Signals Collected with a Wrist Device and Emotional Recall. Bioengineering
    Academic article
  • Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. Elsevier
    Academic chapter/article/Conference paper
  • Ramírez, Jesús; Felicetti, Leonard; Varagnolo, Damiano. (2023) Collision-Avoiding Model Predictive Rendezvous Strategy to Tumbling Launcher Stages. Journal of Guidance Control and Dynamics
    Academic article
  • Løwer, Jostein; Gravdahl, Irja; Varagnolo, Damiano; Stavdahl, Øyvind. (2023) A Novel Model for Link Dynamics in Planar Snake Robots Using Internal Constraint Force Sensing. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Abritta, Ramon; Pavlov, Alexey; Varagnolo, Damiano; Børresen, Børre Tore. (2023) Probabilistic Economic Assessment of an Offshore Energy Hub Supplying Electrical Power to a Floating Production Storage and Offloading Unit. The American Society of Mechanical Engineers (ASME)
    Academic chapter/article/Conference paper
  • Matous, Josef; Pettersen, Kristin Ytterstad; Varagnolo, Damiano; Paliotta, Claudio. (2023) Singularity-free Formation Path Following of Underactuated AUVs. IFAC-PapersOnLine
    Academic article
  • Doshmanziari, Roya; Aandahl, Håkon Strand; Danielsson, Marius Lyng; Baumgart, Julia Kathrin; Varagnolo, Damiano. (2023) Experiment Design Considerations for Estimating Energy Expenditure during Wheelchair Propulsion. IFAC Papers Online
    Academic chapter/article/Conference paper
  • Løwer, Jostein; Stavdahl, Øyvind; Varagnolo, Damiano. (2023) Snakes on a Plane: Modeling, Estimation and Locomotion for Planar Snake robots in Cluttered Environments. Norges teknisk-naturvitenskapelige universitet Doktoravhandlinger ved NTNU (2023:405)
    Doctoral dissertation
  • Pomares, Jorge; Felicetti, Leonard; Varagnolo, Damiano. (2023) Editorial: Multi-robot systems for space applications. Frontiers in Robotics and AI
    Editorial
  • Jackson, Roxanne R.; Varagnolo, Damiano; Knorn, Steffi. (2023) A Dual Control Approach to Solve Exploration Versus Exploitation Trade-Offs in the Design of Personalized Physical Exercise Sessions. IEEE Control Systems Letters
    Academic article
  • Løwer, Jostein; Varagnolo, Damiano; Stavdahl, Øyvind. (2023) Improved Jacobian matrix estimation applied to snake robots. Frontiers in Robotics and AI
    Academic article
  • Chapaloglou, Spyridon; Tedeschi, Elisabetta; Varagnolo, Damiano. (2023) Data-driven sizing and control of energy storage for wind-powered offshore platforms. Doctoral theses at NTNU (86)
    Doctoral dissertation
  • Løwer, Jostein; Gravdahl, Irja; Varagnolo, Damiano; Stavdahl, Øyvind. (2023) Form Closure for Fully Actuated and Robust Obstacle-Aided Locomotion in Snake Robots. IEEE Robotics and Automation Letters
    Academic article
  • Alshantti, Abdallah A S; Varagnolo, Damiano; Rasheed, Adil; Rahmati, Aria; Westad, Frank. (2023) CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis. arXiv.org
    Academic article
  • Abritta Aguiar Santos, Ramon; Pavlov, Alexey; Varagnolo, Damiano; Børresen, Børre Tore. (2023) A heuristic approach to optimize radial inter-array cabling topologies in large wind power plants. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper

2022

  • Chapaloglou, Spyridon; Faanes, Andreas; Varagnolo, Damiano; Tedeschi, Elisabetta. (2022) Multi-objective control of isolated power systems under different uncertainty approaches. Sustainable Energy, Grids and Networks
    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
    Academic article
  • Doshmanziari, Roya; Jackson, Roxanne Rose; Varagnolo, Damiano; Knorn, Steffi. (2022) Data-driven modeling of fatigue effects following repeated muscular contractions. IEEE conference proceedings
    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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Bjørkøy, Håvard; Engmark, Hans A.; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization Based Control of Nonlinear Systems. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Wengle, Emil; Potter, John; Varagnolo, Damiano; Dong, Hefeng. (2022) A JANUS-Based Consensus Protocol for Parametric Modulation Schemes. Association for Computing Machinery (ACM)
    Academic chapter/article/Conference paper
  • Løwer, Jostein; Gravdahl, Irja; Varagnolo, Damiano; Stavdahl, Øyvind. (2022) Proprioceptive Contact Force and Contact Point Estimation in a Stationary Snake Robot. IFAC-PapersOnLine
    Academic article
  • Matous, Josef; Varagnolo, Damiano; Pettersen, Kristin Ytterstad; Paliotta, Claudio. (2022) Distributed MPC for Formation Path-Following of Multi-Vehicle Systems. IFAC-PapersOnLine
    Academic article
  • Nguyen, van Nghia; Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano. (2022) Shuffle & untangle: novel untangle methods for solving the tanglegram layout problem. Bioinformatics Advances
    Academic article
  • Engmark, Hans Alvar; Bjørkøy, Håvard Bjørgan; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization of systems in nonlinear control canonical normal form. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • 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
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2022) Automated porosity estimation using CT-scans of extracted core data. Computational Geosciences
    Academic article
  • Chapaloglou, Spyridon; Varagnolo, Damiano; Marra, Francesco; Tedeschi, Elisabetta. (2022) Data-informed scenario generation for statistically stable energy storage sizing in isolated power systems. Journal of Energy Storage
    Academic article
  • Chapaloglou, Spyridon; Varagnolo, Damiano; Marra, Francesco; Tedeschi, Elisabetta. (2022) Data-driven energy management of isolated power systems under rapidly varying operating conditions. Applied Energy
    Academic article

2021

  • 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
    Academic article
  • Chawshin, Kurdistan; Gonzalez, Andres; Berg, Carl Fredrik; Varagnolo, Damiano; Heidari, Zoya; Lopez, Olivier. (2021) Classifying Lithofacies from Textural Features in Whole Core CT-Scan Images. SPE Reservoir Evaluation and Engineering
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2021) A Deep-Learning Approach for Lithological Classification Using 3D Whole Core CT-Scan Images. Society of Petroleum Engineers
    Chapter
  • Sparta, Manuel; Varagnolo, Damiano; Stråbø, Kristian; Halvorsen, Svenn Anton; Herland, Egil Vålandsmyr; Martens, Harald Aagaard. (2021) Metamodeling of the Electrical Conditions in Submerged Arc Furnaces. Metallurgical and Materials Transactions B
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2021) Lithology classification of whole core CT scans using convolutional neural networks. SN Applied Sciences
    Academic article
  • Chapaloglou, Spyridon; Varagnolo, Damiano; Marra, Francesco; Tedeschi, Elisabetta. (2021) Data dependent concurrent storage sizing and control design for frequency support in isolated power systems. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Sparta, Manuel; Varagnolo, Damiano; Martens, Harald Aagaard; Halvorsen, Svenn Anton. (2021) Metamodeling of the electrical conditions in submerged arc furnaces. Social Science Research Network (SSRN)
    Academic article
  • Lucchese, Riccardo; Varagnolo, Damiano; Johansson, Andreas. (2021) Controlled Direct Liquid Cooling of Data Servers. IEEE Transactions on Control Systems Technology
    Academic article

2020

  • Lionello, Michele; Rampazzo, Mirco; Beghi, Alessandro; Varagnolo, Damiano; Vesterlund, Mattias. (2020) Graph-based modelling and simulation of liquid immersion cooling systems. Energy
    Academic article
  • Knorn, Steffi; Varagnolo, Damiano. (2020) Sharing teaching material within the higher education community in automatic control: a survey on the instructors' needs and interests.
    Briefs
  • Varagnolo, Damiano; Knorn, Steffi; Staffas, Kjell; Fjällström, Eva; Wrigstad, Tobias. (2020) Graph-theoretic approaches and tools for quantitatively assessing curricula coherence. European Journal of Engineering Education
    Academic article
  • Alhashimi, Anas; Magnusson, Martin; Knorn, Steffi; Varagnolo, Damiano. (2020) Calibrating range measurements of lidars using fixed landmarks in unknown positions. Sensors
    Academic article

2019

  • Chapaloglou, Spyridon; Varagnolo, Damiano; Tedeschi, Elisabetta. (2019) Techno-Economic Evaluation of the Sizing and Operation of Battery Storage for Isolated Oil and Gas Platforms with High Wind Power Penetration. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Schenato, Luca; Pillonetto, Gianluigi; Varagnolo, Damiano. (2019) Distributed multi-agent Gaussian regression via finite-dimensional approximations. IEEE Transactions on Pattern Analysis and Machine Intelligence
    Academic article
  • Knorn, Steffi; Varagnolo, Damiano; Dewitte, Marieke; Melles, Reinhilde. (2019) Data-driven models of pelvic floor muscles dynamics subject to psychological and physiological stimuli. IFAC Journal of Systems and Control
    Academic article
  • Bof, Nicoletta; Carli, Ruggero; Notarstefano, Giuseppe; Schenato, Luca; Varagnolo, Damiano. (2019) Multi-Agent Newton-Raphson Optimizaton Over Lossy Networks. IEEE Transactions on Automatic Control
    Academic article
  • Knorn, Steffi; Varagnolo, Damiano; Staffas, Kjell; Wrigstad, Tobias; Fjällström, Eva. (2019) Quantitative analysis of curricula coherence using directed graphs. IFAC-PapersOnLine
    Academic article
  • Larsén, Alexander; Chen, Yutao; Bruschetta, Mattia; Carli, Ruggero; Cenedese, Angelo; Varagnolo, Damiano. (2019) A computationally efficient model predictive control scheme for space debris rendezvous. IFAC-PapersOnLine
    Academic article

Journal publications

  • Doshmanziari, Roya; Aandahl, Hakon Strand; Reierstad, Havard Pettersen; Danielsson, Marius Lyng; Baumgart, Julia Kathrin; Varagnolo, Damiano. (2025) Data-driven techniques for estimating energy expenditure in wheelchair users. IEEE transactions on neural systems and rehabilitation engineering
    Academic article
  • Matous, Josef; Pettersen, Kristin Ytterstad; Varagnolo, Damiano; Paliotta, Claudio. (2025) A Distributed NSB Algorithm for Formation Path Following. IEEE Transactions on Control Systems Technology
    Academic article
  • Matous, Josef; Pettersen, Kristin Ytterstad; Varagnolo, Damiano; Paliotta, Claudio; Ruud, Else-Line Malene. (2025) Adaptive Hand Position for Underactuated Underwater Vehicles. IEEE Journal of Oceanic Engineering
    Academic article
  • Arjomandi-Nezhad, Ali; Guo, Yifei; Pal, Bikash C.; Varagnolo, Damiano. (2024) A Model Predictive Approach for Enhancing Transient Stability of Grid-Forming Converters. IEEE Transactions on Power Systems
    Academic article
  • Wengle, Emil; Erstorp, Elias Strandell; Lidström, Viktor; Varagnolo, Damiano; Dong, Hefeng. (2024) Experimental assessment of a JANUS-based consensus protocol. Computer Networks
    Academic article
  • Hoff, Simon Andreas Hagen; Matous, Josef; Varagnolo, Damiano; Pettersen, Kristin Ytterstad. (2024) Communication-aware formation control for networks of AUVs. European Journal of Control
    Academic article
  • Matous, Josef; Paliotta, Claudio; Pettersen, Kristin Ytterstad; Varagnolo, Damiano. (2024) The Hand Position Concept for Control of Underactuated Underwater Vehicles. IEEE Transactions on Control Systems Technology
    Academic article
  • Hoff, Simon Andreas Hagen; Haraldstad, Vegard; Hogstad, Bjørnar Reitan; Varagnolo, Damiano. (2024) Side-scan sonar based landmark detection for underwater vehicles. Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
    Academic article
  • Hoff, Simon Andreas Hagen; Schmidt-Didlaukies, Henrik; Basso, Erlend Andreas; Varagnolo, Damiano; Pettersen, Kristin Ytterstad. (2024) Underwater vehicle navigation using bearing measurements from a mobile beacon. IFAC-PapersOnLine
    Academic article
  • Knorn, Steffi; Visioli, Antonio; Stoica, Cristina; Lichtenberg, Gerwald; Varagnolo, Damiano; Sanchez Corrales, Helem Sabina. (2024) Santa has Everything under Control: A Control Themed Advent Calendar. IFAC-PapersOnLine
    Academic article
  • Knorn, Steffi; Sanchez, Helem; Rotondo, Damiano; Varagnolo, Damiano; Guzman, Jose Luis; Lichtenberg, Gerwald. (2024) Analysis of Participants’ Feedback on a control-themed Advent calendar. IFAC-PapersOnLine
    Academic article
  • Knorn, Steffi; Sanchez, Helem; Rotondo, Damiano; Varagnolo, Damiano; Guzman, Jose Luis; Lichtenberg, Gerwald. (2024) Quantitative analysis of control-themed Advent calendar questions based on the using-explaining taxonomy. IFAC-PapersOnLine
    Academic article
  • Abritta, Ramon; Pavlov, Alexey; Varagnolo, Damiano; Børresen, Børre Tore. (2024) Inter-array cabling optimization in offshore wind power plants, a new reliability indicator for radial grids. Open Research Europe
    Academic article
  • Alshantti, Abdallah A S; Varagnolo, Damiano; Rasheed, Adil; Rahmati, Aria; Westad, Frank. (2024) CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis. IEEE Access
    Academic article
  • Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. IFAC-PapersOnLine
    Academic article
  • Mattern, Enni; Jackson, Roxanne R.; Doshmanziari, Roya; Dewitte, Marieke; Varagnolo, Damiano; Knorn, Steffi. (2023) Emotion Recognition from Physiological Signals Collected with a Wrist Device and Emotional Recall. Bioengineering
    Academic article
  • Ramírez, Jesús; Felicetti, Leonard; Varagnolo, Damiano. (2023) Collision-Avoiding Model Predictive Rendezvous Strategy to Tumbling Launcher Stages. Journal of Guidance Control and Dynamics
    Academic article
  • Matous, Josef; Pettersen, Kristin Ytterstad; Varagnolo, Damiano; Paliotta, Claudio. (2023) Singularity-free Formation Path Following of Underactuated AUVs. IFAC-PapersOnLine
    Academic article
  • Pomares, Jorge; Felicetti, Leonard; Varagnolo, Damiano. (2023) Editorial: Multi-robot systems for space applications. Frontiers in Robotics and AI
    Editorial
  • Jackson, Roxanne R.; Varagnolo, Damiano; Knorn, Steffi. (2023) A Dual Control Approach to Solve Exploration Versus Exploitation Trade-Offs in the Design of Personalized Physical Exercise Sessions. IEEE Control Systems Letters
    Academic article
  • Løwer, Jostein; Varagnolo, Damiano; Stavdahl, Øyvind. (2023) Improved Jacobian matrix estimation applied to snake robots. Frontiers in Robotics and AI
    Academic article
  • Løwer, Jostein; Gravdahl, Irja; Varagnolo, Damiano; Stavdahl, Øyvind. (2023) Form Closure for Fully Actuated and Robust Obstacle-Aided Locomotion in Snake Robots. IEEE Robotics and Automation Letters
    Academic article
  • Alshantti, Abdallah A S; Varagnolo, Damiano; Rasheed, Adil; Rahmati, Aria; Westad, Frank. (2023) CasTGAN: Cascaded Generative Adversarial Network for Realistic Tabular Data Synthesis. arXiv.org
    Academic article
  • Chapaloglou, Spyridon; Faanes, Andreas; Varagnolo, Damiano; Tedeschi, Elisabetta. (2022) Multi-objective control of isolated power systems under different uncertainty approaches. Sustainable Energy, Grids and Networks
    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
    Academic article
  • Løwer, Jostein; Gravdahl, Irja; Varagnolo, Damiano; Stavdahl, Øyvind. (2022) Proprioceptive Contact Force and Contact Point Estimation in a Stationary Snake Robot. IFAC-PapersOnLine
    Academic article
  • Matous, Josef; Varagnolo, Damiano; Pettersen, Kristin Ytterstad; Paliotta, Claudio. (2022) Distributed MPC for Formation Path-Following of Multi-Vehicle Systems. IFAC-PapersOnLine
    Academic article
  • Nguyen, van Nghia; Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano. (2022) Shuffle & untangle: novel untangle methods for solving the tanglegram layout problem. Bioinformatics Advances
    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
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2022) Automated porosity estimation using CT-scans of extracted core data. Computational Geosciences
    Academic article
  • Chapaloglou, Spyridon; Varagnolo, Damiano; Marra, Francesco; Tedeschi, Elisabetta. (2022) Data-informed scenario generation for statistically stable energy storage sizing in isolated power systems. Journal of Energy Storage
    Academic article
  • Chapaloglou, Spyridon; Varagnolo, Damiano; Marra, Francesco; Tedeschi, Elisabetta. (2022) Data-driven energy management of isolated power systems under rapidly varying operating conditions. Applied Energy
    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
    Academic article
  • Chawshin, Kurdistan; Gonzalez, Andres; Berg, Carl Fredrik; Varagnolo, Damiano; Heidari, Zoya; Lopez, Olivier. (2021) Classifying Lithofacies from Textural Features in Whole Core CT-Scan Images. SPE Reservoir Evaluation and Engineering
    Academic article
  • Sparta, Manuel; Varagnolo, Damiano; Stråbø, Kristian; Halvorsen, Svenn Anton; Herland, Egil Vålandsmyr; Martens, Harald Aagaard. (2021) Metamodeling of the Electrical Conditions in Submerged Arc Furnaces. Metallurgical and Materials Transactions B
    Academic article
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2021) Lithology classification of whole core CT scans using convolutional neural networks. SN Applied Sciences
    Academic article
  • Sparta, Manuel; Varagnolo, Damiano; Martens, Harald Aagaard; Halvorsen, Svenn Anton. (2021) Metamodeling of the electrical conditions in submerged arc furnaces. Social Science Research Network (SSRN)
    Academic article
  • Lucchese, Riccardo; Varagnolo, Damiano; Johansson, Andreas. (2021) Controlled Direct Liquid Cooling of Data Servers. IEEE Transactions on Control Systems Technology
    Academic article
  • Lionello, Michele; Rampazzo, Mirco; Beghi, Alessandro; Varagnolo, Damiano; Vesterlund, Mattias. (2020) Graph-based modelling and simulation of liquid immersion cooling systems. Energy
    Academic article
  • Varagnolo, Damiano; Knorn, Steffi; Staffas, Kjell; Fjällström, Eva; Wrigstad, Tobias. (2020) Graph-theoretic approaches and tools for quantitatively assessing curricula coherence. European Journal of Engineering Education
    Academic article
  • Alhashimi, Anas; Magnusson, Martin; Knorn, Steffi; Varagnolo, Damiano. (2020) Calibrating range measurements of lidars using fixed landmarks in unknown positions. Sensors
    Academic article
  • Schenato, Luca; Pillonetto, Gianluigi; Varagnolo, Damiano. (2019) Distributed multi-agent Gaussian regression via finite-dimensional approximations. IEEE Transactions on Pattern Analysis and Machine Intelligence
    Academic article
  • Knorn, Steffi; Varagnolo, Damiano; Dewitte, Marieke; Melles, Reinhilde. (2019) Data-driven models of pelvic floor muscles dynamics subject to psychological and physiological stimuli. IFAC Journal of Systems and Control
    Academic article
  • Bof, Nicoletta; Carli, Ruggero; Notarstefano, Giuseppe; Schenato, Luca; Varagnolo, Damiano. (2019) Multi-Agent Newton-Raphson Optimizaton Over Lossy Networks. IEEE Transactions on Automatic Control
    Academic article
  • Knorn, Steffi; Varagnolo, Damiano; Staffas, Kjell; Wrigstad, Tobias; Fjällström, Eva. (2019) Quantitative analysis of curricula coherence using directed graphs. IFAC-PapersOnLine
    Academic article
  • Larsén, Alexander; Chen, Yutao; Bruschetta, Mattia; Carli, Ruggero; Cenedese, Angelo; Varagnolo, Damiano. (2019) A computationally efficient model predictive control scheme for space debris rendezvous. IFAC-PapersOnLine
    Academic article

Part of book/report

  • Bjørkøy, Håvard Bjørgan; Varagnolo, Damiano. (2024) Hyperparameters Tuning in Regularized System Identification with Nonzero Prior Means . IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Aminian, Behdad; Wengle, Johan Emil Hugo; Iadarola, Federico; Varagnolo, Damiano. (2024) A distributed optimization approach for the adaptation of underwater acoustic communication protocols. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Biswas, Sinchan; Risinggård, Vetle Kjær; Sparta, Manuel; Varagnolo, Damiano. (2024) Data-Driven Modelling of Electrode Resistance in Submerged Arc Furnaces. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Bjørkøy, Håvard Bjørgan; Engmark, Hans Alvar; Rasheed, Adil; Varagnolo, Damiano. (2023) Regularization when modeling with biased simulation data as a prior. Elsevier
    Academic chapter/article/Conference paper
  • Løwer, Jostein; Gravdahl, Irja; Varagnolo, Damiano; Stavdahl, Øyvind. (2023) A Novel Model for Link Dynamics in Planar Snake Robots Using Internal Constraint Force Sensing. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Abritta, Ramon; Pavlov, Alexey; Varagnolo, Damiano; Børresen, Børre Tore. (2023) Probabilistic Economic Assessment of an Offshore Energy Hub Supplying Electrical Power to a Floating Production Storage and Offloading Unit. The American Society of Mechanical Engineers (ASME)
    Academic chapter/article/Conference paper
  • Doshmanziari, Roya; Aandahl, Håkon Strand; Danielsson, Marius Lyng; Baumgart, Julia Kathrin; Varagnolo, Damiano. (2023) Experiment Design Considerations for Estimating Energy Expenditure during Wheelchair Propulsion. IFAC Papers Online
    Academic chapter/article/Conference paper
  • Abritta Aguiar Santos, Ramon; Pavlov, Alexey; Varagnolo, Damiano; Børresen, Børre Tore. (2023) A heuristic approach to optimize radial inter-array cabling topologies in large wind power plants. IEEE (Institute of Electrical and Electronics Engineers)
    Academic chapter/article/Conference paper
  • Doshmanziari, Roya; Jackson, Roxanne Rose; Varagnolo, Damiano; Knorn, Steffi. (2022) Data-driven modeling of fatigue effects following repeated muscular contractions. IEEE conference proceedings
    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. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Bjørkøy, Håvard; Engmark, Hans A.; Rasheed, Adil; Varagnolo, Damiano. (2022) Wienerization Based Control of Nonlinear Systems. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Wengle, Emil; Potter, John; Varagnolo, Damiano; Dong, Hefeng. (2022) A JANUS-Based Consensus Protocol for Parametric Modulation Schemes. Association for Computing Machinery (ACM)
    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 conference proceedings
    Academic chapter/article/Conference paper
  • Chawshin, Kurdistan; Berg, Carl Fredrik; Varagnolo, Damiano; Lopez, Olivier. (2021) A Deep-Learning Approach for Lithological Classification Using 3D Whole Core CT-Scan Images. Society of Petroleum Engineers
    Chapter
  • Chapaloglou, Spyridon; Varagnolo, Damiano; Marra, Francesco; Tedeschi, Elisabetta. (2021) Data dependent concurrent storage sizing and control design for frequency support in isolated power systems. IEEE conference proceedings
    Academic chapter/article/Conference paper
  • Chapaloglou, Spyridon; Varagnolo, Damiano; Tedeschi, Elisabetta. (2019) Techno-Economic Evaluation of the Sizing and Operation of Battery Storage for Isolated Oil and Gas Platforms with High Wind Power Penetration. IEEE conference proceedings
    Academic chapter/article/Conference paper

Report

  • Løwer, Jostein; Stavdahl, Øyvind; Varagnolo, Damiano. (2023) Snakes on a Plane: Modeling, Estimation and Locomotion for Planar Snake robots in Cluttered Environments. Norges teknisk-naturvitenskapelige universitet Doktoravhandlinger ved NTNU (2023:405)
    Doctoral dissertation
  • Chapaloglou, Spyridon; Tedeschi, Elisabetta; Varagnolo, Damiano. (2023) Data-driven sizing and control of energy storage for wind-powered offshore platforms. Doctoral theses at NTNU (86)
    Doctoral dissertation

INFORMASJONSMATR

  • Knorn, Steffi; Varagnolo, Damiano. (2020) Sharing teaching material within the higher education community in automatic control: a survey on the instructors' needs and interests.
    Briefs

Teaching

Courses

  • TK8117 - Multivariate Data Analysis - Advanced Topics
  • TTK4225 - Systems Theory, Introduction
  • TTK4260 - Multivariate analysis and Machine learning methods

Outreach

2024

  • Poster
    Hoff, Simon Andreas Hagen; Haraldstad, Vegard; Hogstad, Bjørnar Reitan; Varagnolo, Damiano. (2024) Side-scan sonar based landmark detection for underwater vehicles. IEEE/RSJ 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , Abu Dhabi, UAE 2024-10-14 - 2024-10-18
  • Academic lecture
    Hoff, Simon Andreas Hagen; Matous, Josef; Varagnolo, Damiano; Pettersen, Kristin Ytterstad. (2024) Communication-aware formation control for networks of AUVs. European Control Association 2024 European Control Conference (ECC) , Stockholm 2024-06-25 - 2024-06-28
  • Academic lecture
    Hoff, Simon Andreas Hagen; Schmidt-Didlaukies, Henrik; Basso, Erlend Andreas; Varagnolo, Damiano; Pettersen, Kristin Ytterstad. (2024) Underwater vehicle navigation using bearing measurements from a mobile beacon. International Federation of Automatic Control (IFAC) 15th IFAC Conference on Control Applications in Marine Systems, Robotics and Vehicles CAMS 2024 , Blacksburg, Virginia, USA 2024-09-03 - 2024-09-05
  • Poster
    Delphine Kværnø Fosmo, Pål Ivar; Engmark, Hans Alvar; Varagnolo, Damiano. (2024) A Portable Maglev System for Take-Home Control Education. Blekinge Tekniska Högskola Maglev 2024 , Malmö, Sweden 2024-09-18 - 2024-09-22

2023

  • Academic lecture
    Matous, Josef; Pettersen, Kristin Ytterstad; Varagnolo, Damiano; Paliotta, Claudio. (2023) Singularity-free Formation Path Following of Underactuated AUVs. IFAC 22nd IFAC World Congress , Yokohama 2023-07-09 - 2023-07-14
  • Academic lecture
    Berg, Carl Fredrik; Chawshin, Kurdistan; Varagnolo, Damiano. (2023) Machine-learning based automated lithology classification. Intpart IX Oil and Gas Production Optimization Workshop: The Digital Transformation for Sustainable Production , Petrobras Research Center – CENPES, Rio de Janeiro 2023-03-02 - 2023-03-03
  • Poster
    Jakobsen, Stian; Zhang, Qin; Kelasidi, Eleni; Varagnolo, Damiano. (2023) Computer vision methods for fish detection and tracking. European Aquaculture Society Aquaculture Europe 2023 , Vienna, Austria 2023-09-18 - 2023-09-21
  • Poster
    Tandberg, Vebjørn; Engmark, Hans Alvar; Varagnolo, Damiano. (2023) A safety-conscious exploration approach for the identification of the equilibria of a dynamical system. IEEE European Control Conference , Bucharest, Romania 2023-06-13 - 2023-06-16

2022

  • Lecture
    Berg, Carl Fredrik; Chawshin, Kurdistan; Varagnolo, Damiano. (2022) Machine learning in Formation Evaluation. Innovation Norway November Conference , Prodigy Hotel, Centro – Rio de Janeiro, Brazil 2022-11-07 - 2022-11-09
  • Academic lecture
    Liotino, Marica; Garone, Anja; Knorn, Steffi; Varagnolo, Damiano; Garone, Emanuele; Fedeli, Monica. (2022) Assessing engineering exercises: a novel taxonomy. IFAC IFAC Symposium on Advances in Control Education 2022-07-24 - 2022-07-27
  • Academic lecture
    Mohammadi, Ali; Fagiolini, A; Cirrincione, Maurizio; Garone, Anja; Garone, Emanuele; Varagnolo, Damiano. (2022) Towards an open database of assessment material for STEM subjects: requirements and recommendations from early field trials. IFAC IFAC Symposium on Advances in Control Education 2022-07-24 - 2022-07-27
  • Academic lecture
    Aminian, Behdad; Davari Benam, Karim; Varagnolo, Damiano. (2022) ASAN: An Extendable approach for Automatic Step-sizes Adjustment for Newton-Raphson Consensus Optimization Algorithms. IEEE IEEE International Conference on Systems, Man, and Cybernetics 2022-10-09 - 2022-10-12
  • Academic lecture
    Knorn, Steffi; Topalovic, Daniel; Varagnolo, Damiano. (2022) Redesigning a classic control course using constructive alignment, student centred teaching and continuous assessment. IFAC IFAC Symposium on Advances in Control Education 2022-07-24 - 2022-07-27

2021

  • Academic lecture
    Sparta, Manuel; Varagnolo, Damiano; Martens, Harald; Halvorsen, Svenn Anton. (2021) Metamodeling of the electrical conditions in submerged-arc furnaces. SINTEF, NTNU, FFF INFACON XVI , Trondheim 2021-09-26 - 2021-09-29
  • Academic lecture
    Jackson, Roxanne; Knorn, Steffi; Varagnolo, Damiano. (2021) An outline of the story of Girls in Control and its success in motivating girls internationally. International Federation of Automatic Control IFAC Conference on Technology, Culture and International Stability , Moscow 2021-09-14 - 2021-09-17

2020

  • Academic lecture
    Wengle, Emil; Knorn, Steffi; Varagnolo, Damiano. (2020) Coherence in Curricula: A tool to assess, analyze and visualize coherence in higher education curricula. IFAC IFAC World Congress , Berlin 2020-07-11 - 2020-07-17
  • Academic lecture
    Knorn, Steffi; Varagnolo, Damiano; Jackson, Roxanne; Budgett, David; Kruger, Jennifer; Nielsen, Poul A.. (2020) Online, data-driven detection of human position during Kegel exercising. IFAC IFAC World Congress , Berlin 2020-07-11 - 2020-07-17
  • Academic lecture
    Guerra, Aida; Knorn, Steffi; Staffas, Kjell; Teixeira, André; Varagnolo, Damiano. (2020) Computer-aided curriculum analysis and design: existing challenges and open research directions. Uppsala University Frontiers in Education 2020 , Uppsala 2020-10-21 - 2020-10-24
  • Academic lecture
    Staffas, Kjell; Knorn, Steffi; Guerra, Aida; Varagnolo, Damiano; Teixeira, André. (2020) Using different taxonomies to formulate learning outcomes to innovate engineering curriculum towards PBL: perspectives from engineering educators. Aalborg University 8th International research symposium on PBL , Aalborg 2020-08-16 - 2020-08-17
  • Academic lecture
    Knorn, Steffi; Varagnolo, Damiano. (2020) An automatic control approach to individualized education. IFAC IFAC World Congress , Berlin 2020-07-11 - 2020-07-17
  • Academic lecture
    Knorn, Steffi; Varagnolo, Damiano; Kask, Nathalie; Budgett, David; Kruger, Jennifer; Nielsen, Poul A.. (2020) Analysing the effects of biofeedback using control-oriented formalisms: the case of gamified Kegel exercising. IFAC European Control Conference , Saint Petersburg 2020-05-12 - 2020-05-15

2019

  • Academic lecture
    Lionello, Michele; Rampazzo, Mirco; Beghi, Alessandro; Varagnolo, Damiano; Vesterlund, Mattias. (2019) Lumped-parameters Control-oriented Gray-box Modelling of Liquid Immersion Cooling Systems. IFAC European Control Conference , Neaples 2019-06-25 - 2019-06-28
  • Academic lecture
    Kask, Nathalie; Budgett, David; Kruger, Jennifer; Nielsen, Poul A.; Varagnolo, Damiano; Knorn, Steffi. (2019) Data-driven modelling of fatigue in pelvic floor muscles when performing Kegel exercises. IEEE IEEE Conference on Decision and Control , Nice 2019-12-11 - 2019-12-13
  • Academic lecture
    Fjällström, Eva; Forsberg, Christoffer; Trulsson, Felix; Knorn, Steffi; Staffas, Kjell; Varagnolo, Damiano. (2019) Courses-Concepts-Graphs as a Tool to Measure the Importance of Concepts in University Programmes. IFAC European Control Conference , Neaples 2019-06-25 - 2019-06-28
  • Academic lecture
    Lionello, Michele; Rampazzo, Mirco; Beghi, Alessandro; Varagnolo, Damiano; Vesterlund, Mattias. (2019) Energy-based modelling and simulation of liquid immersion cooling systems. XII International Conference on Computational Heat, Mass and Momentum Transfer , Rome 2019-09-03 - 2019-09-06
  • Academic lecture
    Larsén, Alexander; Chen, Yutao; Bruschetta, Mattia; Carli, Ruggero; Cenedese, Angelo; Varagnolo, Damiano. (2019) A computationally efficient model predictive control scheme for space debris rendezvous. IFAC Symposium on Automatic Control in Aerospace , Cranfield 2019-08-27 - 2019-08-30
  • Academic lecture
    Knorn, Steffi; Varagnolo, Damiano; Staffas, Kjell; Wrigstad, Tobias; Fjällström, Eva. (2019) Quantitative analysis of curricula coherence using directed graphs. IFAC IFAC Symposium on Advances in Control Education , Philadelphia 2019-07-07 - 2019-07-09
  • Poster
    Chapaloglou, Spyridon; Varagnolo, Damiano; Tedeschi, Elisabetta. (2019) Techno-Economic Evaluation of the Sizing and Operation of Battery Storage for Isolated Oil and Gas Platforms with High Wind Power Penetration. IEEE Industrial Electronics Society (IES) IECON 2019 , Lisbon 2019-10-14 - 2019-10-17

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