Navigation

  • Skip to Content
NTNU Home

ntnu.edu

  • Studies
    • Master's programmes in English
    • For exchange students
    • PhD opportunities
    • All programmes of study
    • Courses
    • Financing
    • Language requirements
    • Application process
    • Academic calendar
    • FAQ
  • Research and innovation
    • NTNU research
    • Research excellence
    • Strategic research areas
    • Innovation resources
    • PhD opportunities
  • Life and housing
    • Student in Trondheim
    • Student in Gjøvik
    • Student in Ålesund
    • For researchers
    • Life and housing
  • About NTNU
    • Contact us
    • Faculties and departments
    • Libraries
    • International researcher support
    • Vacancies
    • About NTNU
    • Maps
  1. Employees

Språkvelger

Norsk

Jo Eidsvik

Jo Eidsvik

Professor
Department of Mathematical Sciences

jo.eidsvik@ntnu.no
+4773590153 +4790127472 Sentralbygg 2, 1038, Gløshaugen
Google scholar
About Research Publications Teaching Media

About

CV

Research interests

My research interests are spatio-temporal statistics and computational statistics, often applied to the Earth sciences. Research projects: 

  • Center for Geophysical Forecasting (SFI -CGF) (https://www.ntnu.edu/cgf)
  • Geophysics and Applied Mathematics in Exploration and Safe production (https://wiki.math.ntnu.no/games/start) 
  • Maritime Autonomous Sampling and Control (https://wiki.math.ntnu.no/mascot)

I also take part in the GEOPARD project on data assimilation in geological models, the Havvarsel project on ocenographic data assimilation and the ML4ITS project on machine learning for irregular time series data. 

Along with methods for parameter estimation, prediction and data assimilation, I work on value of information analysis in this context of spatio-temporal applications. Here is our book on 'Value of Information in the Earth Sciences' (http://www.cambridge.org/9781107040267), published by Cambridge University Press.

I am associate editor of 'Mathematical geosciences' and 'Statistics and computing'.

PhD students (statistics): Mina Spremic, Yaolin Ge, Florian Beiser, André Olaisen, Oscar Ovanger, Khanh Truong, 

Former PhD students: Erlend Aune, Gabriele Martinelli, Javad Rezaie, Marie Lilleborge, Jacob Skauvold, Jacopo Paglia, Michael Gineste, Susan Anyosa.

I work with PostDocs The Tien Mai  and Geet Dutta.

I have supervised 50 MSc students.

Study programs and education

I am active in the study program for Physics and Mathematics (https://www.ntnu.no/studier/mtfyma) and the Industrial Mathematics  (https://www.ntnu.no/studier/mtfyma/industriell_matematikk) programs at NTNU.

Project and master thesis topics. 

Background

  • MSc in applied mathematics at the University of Oslo (1997) and PhD at NTNU (2003).
  • Industry experience from the Norwegian Defense Research Establishment (1998-99) and Statoil (2003-06).
  • Visitor Stanford University, California in 2001-02, Duke University and the Statistical and Applied Mathematical Sciences Institute, North Carolina in 2009-10, Stanford University in 2014-15 and Duke University 2022. 

Competencies

  • Computational statistics
  • Computational statistics
  • Statistics
  • Value of information

Research

My research interests are spatio-temporal statistics and computational statistics. The field of spatial and spatio-temporal statistics is interesting from both applied and theoretical settings. The applications I am involved in are mainly connected to the Earth sciences. Of methodological work, we are developing computationally scalable approaches and study their statistical properties. Along with methods for parameter estimation, prediction and data assimilation in this context, I work on value of information analysis for spatio-temporal applications. Here is our book on 'Value of Information in the Earth Sciences' (http://www.cambridge.org/9781107040267), published by Cambridge University Press.

Research projects: 

  • Center for Geophysical Forecasting (SFI -CGF) (https://www.ntnu.edu/cgf)
  • Geophysics and Applied Mathematics in Exploration and Safe production (https://wiki.math.ntnu.no/games/start) 
  • Maritime Autonomous Sampling and Control (https://wiki.math.ntnu.no/mascot)

I also take part in the GEOPARD project on data assimilation in geological models, the Havvarsel project on ocenographic data assimilation and the ML4ITS project on machine learning for irregular time series data. 

 

Publications

  • Chronological
  • By category
  • See all publications in Cristin

2023

  • Rajan, Kanna; Alvera Azcarate, Aida; Eidsvik, Jo; Subramaniam, Ajit. (2023) Symposium on Advances in Ocean Observation. Limnology and Oceanography Bulletin
    Feature article
  • Rørstadbotnen, Robin Andre; Eidsvik, Jo; Bouffaut, Léa; Landrø, Martin; Potter, John Robert; Taweesintananon, Kittinat. (2023) Simultaneous tracking of multiple whales using two fiber-optic cables in the Arctic. Frontiers in Marine Science
    Academic article
  • Ge, Yaolin; Eidsvik, Jo; Mo-Bjørkelund, Tore. (2023) 3-D Adaptive AUV Sampling for Classification of Water Masses. IEEE Journal of Oceanic Engineering
    Academic article
  • Spremic, Mina; Eidsvik, Jo; Avseth, Per Åge. (2023) Bayesian rock physics inversion using a localized ensemble-based approach - with an application to the Alvheim field. Geophysics
    Academic article
  • Berget, Gunhild Elisabeth; Eidsvik, Jo; Alver, Morten Omholt; Johansen, Tor Arne. (2023) Dynamic stochasticmodeling for adaptive sampling of environmental variables using an AUV. Autonomous Robots
    Academic article

2022

  • Ge, Yaolin; Olaisen, André Julius Hovd; Eidsvik, Jo; Jain, Ravinder Praveen Kumar; Johansen, Tor Arne. (2022) Long-Horizon Informative Path Planning with Obstacles and Time Constraints. IFAC-PapersOnLine
    Academic article
  • Anyosa, Susan; Eidsvik, Jo; Pizarro, Oscar. (2022) Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping. Computational Statistics & Data Analysis
    Academic article
  • Lee, Daesoo; Aune, Erlend; Langet, Nadege; Eidsvik, Jo. (2022) Ensemble and Self-supervised Learning for Improved Classification of Seismic Signals from the Åknes Rockslope. Mathematical Geosciences
    Academic literature review

2021

  • Gineste, Michael; Eidsvik, Jo. (2021) Batch seismic inversion using the iterative ensemble Kalman smoother. Computational Geosciences
    Academic article
  • Foss, Karine Hagesæther; Berget, Gunhild Elisabeth; Eidsvik, Jo. (2021) Using an autonomous underwater vehicle with onboard stochastic advection-diffusion models to map excursion sets of environmental variables. Environmetrics
    Academic article
  • Mendoza Espinosa, Jorge; Paglia, Jacopo; Eidsvik, Jo; Kohler, Jochen. (2021) Value of information of in-situ inspections of mooring lines. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
    Academic article
  • Ringrose, Philip; Landrø, Martin; Potter, John; Eidsvik, Jo; Wienecke, Susann; Bouffaut, Léa. (2021) Next generation geophysical sensing: exploring a new wave of geophysical technologies for the energy transition. First Break
    Academic article
  • Fossum, Trygve Olav; Travelletti, Cedric; Eidsvik, Jo; Ginsbourger, David; Rajan, Kanna. (2021) Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling. Annals of Applied Statistics
    Academic article
  • Paglia, Jacopo; Eidsvik, Jo; Karvanen, Juha. (2021) Efficient spatial designs using Hausdorff distances and Bayesian optimization. Scandinavian Journal of Statistics
    Academic article
  • Lie, Henrik Syversveen; Eidsvik, Jo. (2021) Inference in cylindrical models having latent Markovian classes - with an application to ocean current data. Spatial Statistics
    Academic article
  • Anyosa, Susan; Bunting, Scott William Christopher; Eidsvik, Jo; Romdhane, Mohamed Anouar; Bergmo, Per Eirik Strand. (2021) Assessing the value of seismic monitoring of CO2 storage using simulations and statistical analysis. International Journal of Greenhouse Gas Control
    Academic article

2020

  • Gineste, Michael; Eidsvik, Jo; Zheng, York. (2020) Ensemble-based seismic inversion for a stratified medium. Geophysics
    Academic article
  • Paglia, Jacopo; Eidsvik, Jo; Cerasi, Pierre. (2020) Workflow for Sensitivity Analysis and Decision Making on the Lower Limit of the Mud-Weight Window in an Overpressured Formation. SPE Journal
    Academic article
  • Myklebust, Hans Olav Vogt; Eidsvik, Jo; Sperstad, Iver Bakken; Bhattacharjya, Debarun. (2020) Value of information analysis for complex simulator models: Application to wind farm maintenance. Decision Analysis
    Academic article

2019

  • Dutta, Geetartha; Mukerji, Tapan; Eidsvik, Jo. (2019) Value of information analysis for subsurface energy resources applications. Applied Energy
    Academic article
  • Skauvold, Jacob; Eidsvik, Jo. (2019) Parametric spatial covariance models in the ensemble Kalman filter. Spatial Statistics
    Academic article
  • Fossum, Trygve Olav; Ryan, John; Mukerji, Tapan; Eidsvik, Jo; Maughan, Thom; Ludvigsen, Martin. (2019) Compact models for adaptive sampling in marine robotics. The international journal of robotics research
    Academic article
  • Fossum, Trygve Olav; Fragoso, Glaucia Moreira; Davies, Emlyn John; Ullgren, Jenny; Mendes, Renato; Johnsen, Geir. (2019) Toward adaptive robotic sampling of phytoplankton in the coastal ocean. Science robotics
    Academic article
  • Dutta, Geetartha; Mukerji, Tapan; Eidsvik, Jo. (2019) Value of information of time-lapse seismic data by simulation-regression: comparison with double-loop Monte Carlo. Computational Geosciences
    Academic article
  • Skauvold, Jacob; Eidsvik, Jo; van Leeuwen, Peter Jan; Amezcua, Javier. (2019) A revised implicit equal-weights particle filter. Quarterly Journal of the Royal Meteorological Society
    Academic article

2018

  • Skauvold, Jacob; Eidsvik, Jo. (2018) Data assimilation for a geological process model using the ensemble Kalman filter. Basin Research
    Academic article
  • Skauvold, Jacob; Eidsvik, Jo. (2018) Ensemble-based Data Assimilation Methods Applied to Geological Process Modeling. NTNU
    Doctoral dissertation
  • Eidsvik, Jo; Martinelli, Gabriele; Bhattacharjya, Debarun. (2018) Sequential information gathering schemes for spatial risk and decision analysis applications. Stochastic environmental research and risk assessment (Print)
    Academic article
  • Fossum, Trygve Olav; Eidsvik, Jo; Ellingsen, Ingrid H.; Alver, Morten; Fragoso, Glaucia Moreira; Johnsen, Geir. (2018) Information-driven robotic sampling in the coastal ocean. Journal of Field Robotics (JFR)
    Academic article
  • Paglia, Jacopo; Eidsvik, Jo; Grøver, Arnt; Lothe, Ane Elisabet. (2018) Statistical modeling for real-time pore pressure prediction from predrill analysis and well logs. Geophysics
    Academic article
  • Sajith Vezhapparambu, Veena; Eidsvik, Jo; Ellefmo, Steinar Løve. (2018) Rock Classification Using Multivariate Analysis of Measurement While Drilling Data: Towards a Better Sampling Strategy. Minerals
    Academic article

2017

  • Eidsvik, Jo; Dutta, Geetartha; Mukerji, Tapan; Bhattacharjya, Debarun. (2017) Simulation-Regression Approximations for Value of Information Analysis of Geophysical Data. Mathematical Geosciences
    Academic article
  • Ødegård, Heidi Liljeblad; Eidsvik, Jo; Fleten, Stein-Erik. (2017) Value of information analysis of snow measurements for the scheduling of hydropower production. Energy Systems, Springer Verlag
    Academic article
  • Evangelou, Evangelos; Eidsvik, Jo. (2017) The value of information for correlated GLMs. Journal of Statistical Planning and Inference
    Academic article

2016

  • Rezaie, Javad; Eidsvik, Jo. (2016) A skewed unscented Kalman filter. International Journal of Control
    Academic article
  • Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo; Huseby, Arne. (2016) Efficient Information Gathering in Discrete Bayesian Networks. Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo. (No. 1796)
    Doctoral dissertation
  • Skauvold, Jacob; Eidsvik, Jo; Theune, Ulrich. (2016) A parametric model for seismic wavelets-with estimation and uncertainty quantification. Geophysical Journal International
    Academic article
  • Parker, Ryan J; Reich, Brian J.; Eidsvik, Jo. (2016) A Fused Lasso Approach to Nonstationary Spatial Covariance Estimation. Journal of Agricultural Biological and Environmental Statistics
    Academic article

2015

  • Lilleborge, Marie; Eidsvik, Jo. (2015) Efficient designs for Bayesian networks with sub-tree bounds. Statistics and computing
    Academic article
  • Eidsvik, Jo; Mukerji, Tapan; Bhattacharjya, Debarun. (2015) Value of Information in the Earth Sciences. Cambridge University Press Cambridge University Press
    Academic monograph
  • Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo. (2015) Information Gathering in Bayesian Networks Applied to Petroleum Prospecting. Mathematical Geosciences
    Academic article

2014

  • Martinelli, Gabriele; Eidsvik, Jo; Hokstad, Ketil; Hauge, Ragnar. (2014) Strategies for Petroleum Exploration on the Basis of Bayesian Networks: A Case Study. SPE Journal
    Academic article
  • Eidsvik, Jo; Shaby, BA; Reich, Brian J.; Wheeler, M; Niemi, J. (2014) Estimation and prediction in spatial models with block composite likelihoods. Journal of Computational And Graphical Statistics (JCGS)
    Academic article
  • Aune, Erlend; Simpson, Daniel Peter; Eidsvik, Jo. (2014) Parameter estimation in high dimensional Gaussian distributions. Statistics and computing
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo. (2014) Dynamic exploration designs for graphical models using clustering with applications to petroleum exploration. Knowledge-Based Systems
    Academic article
  • Rezaie, Javad; Eidsvik, Jo. (2014) Kalman filter variants in the closed skew normal setting. Computational Statistics & Data Analysis
    Academic article
  • Rezaie, Javad; Eidsvik, Jo; Mukerji, Tapan. (2014) Value of information analysis and Bayesian inversion for closed skew-normal distributions: Applications to seismic amplitude variation with offset data . Geophysics
    Academic article

2013

  • Eidsvik, Jo; Ellefmo, Steinar Løve. (2013) The Value of Information in Mineral Exploration Within a Multi-Gaussian Framework. Mathematical Geosciences
    Academic article
  • Bhattacharjya, Debarun; Eidsvik, Jo; Mukerji, Tapan. (2013) The value of information in portfolio problems with dependent projects. Decision Analysis
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo; Sinding-Larsen, Richard; Tviberg, Sara; Mukerji, Tapan. (2013) Building Bayesian networks from basin modeling scenarios for improved geological decision making. Petroleum Geoscience
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar. (2013) Dynamic decision making for graphical models applied to oil exploration. European Journal of Operational Research
    Academic article
  • Aune, Erlend; Eidsvik, Jo; Pokern, Y. (2013) Iterative numerical methods for sampling from high dimensional Gaussian distributions. Statistics and computing
    Academic article
  • Aune, Erlend; Eidsvik, Jo; Ursin, Bjørn. (2013) Three-dimensional non-stationary and non-linear isotropic AVA inversion. Geophysical Journal International
    Academic article

2012

  • Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar; Tjelmeland, Håkon. (2012) Petroleum exploration with Bayesian Networks - From prospect risk assessment to optimal exploration. Doktoravhandlinger ved NTNU (2012:273)
    Doctoral dissertation
  • Eidsvik, Jo; Finley, Andrew O; Banerjee, S; Rue, Håvard. (2012) Approximate Bayesian inference for large spatial datasets using predictive process models. Computational Statistics & Data Analysis
    Academic article
  • Rezaie, Javad; Eidsvik, Jo. (2012) Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter. Computational Geosciences
    Academic article

2011

  • Hosseini, Fatemeh; Eidsvik, Jo; Mohammadzadeh, Moshen. (2011) Approximate Bayesian inference in spatial GLMM with skew normal latent variables. Computational Statistics & Data Analysis
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar; Førland, Maren Drange. (2011) Bayesian networks for prospect analysis in the North Sea. American Association of Petroleum Geologists Bulletin
    Academic article
  • Reich, Brian J.; Eidsvik, Jo; Guindani, Michele; Nail, Amy; Schmidt, Alexandra M. (2011) A class of covariate-dependent spatiotemporal covariance functions for the analysis of daily ozone concentration. Annals of Applied Statistics
    Academic article
  • Gjerde, Tony; Eidsvik, Jo; Nyrnes, Erik; Bruun, Bjørn. (2011) Positioning and position error of petroleum wells. Journal of Geodetic Science
    Academic article

2010

  • Theune, U; Jensas, IO; Eidsvik, Jo. (2010) Analysis of prior models for a blocky inversion of seismic AVA data. Geophysics
    Academic article
  • Bhattacharjya, Debarun; Eidsvik, Jo; Mukerji, Tapan. (2010) The Value of Information in Spatial Decision Making. Mathematical Geosciences
    Academic article

2009

  • Ellefmo, Steinar Løve; Eidsvik, Jo. (2009) Local and Spatial Joint Frequency Uncertainty and its Application to Rock Mass Characterisation. Rock Mechanics and Rock Engineering
    Academic article
  • Eidsvik, Jo; Martino, Sara; Rue, Håvard. (2009) Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics
    Academic article

2008

  • Eidsvik, Jo; Bhattacharjya, D; Mukerji, T. (2008) Value of information of seismic amplitude and CSEM resistivity. Geophysics
    Academic article

2006

  • Eidsvik, Jo; Tjelmeland, Håkon. (2006) On directional Metropolis-Hastings algorithms. Statistics and computing
    Academic article
  • Eidsvik, Jo; Hokstad, Ketil. (2006) Positioning drill-bit and look-ahead events using seismic traveltime data. Geophysics
    Academic article

2004

  • Eidsvik, Jo; Avseth, P; Omre, Henning; Mukerji, T; Mavko, G. (2004) Stochastic reservoir characterization using prestack seismic data. Geophysics
    Academic article
  • Eidsvik, Jo; Mukerji, T; Switzer, P. (2004) Estimation of geological attributes from a well log: An application of hidden Markov chains. Mathematical Geology
    Academic article
  • Tjelmeland, Håkon; Eidsvik, Jo. (2004) On the use of local optimizations within Metropolis-Hastings updates. Journal of The Royal Statistical Society Series B-statistical Methodology
    Academic article

Journal publications

  • Rajan, Kanna; Alvera Azcarate, Aida; Eidsvik, Jo; Subramaniam, Ajit. (2023) Symposium on Advances in Ocean Observation. Limnology and Oceanography Bulletin
    Feature article
  • Rørstadbotnen, Robin Andre; Eidsvik, Jo; Bouffaut, Léa; Landrø, Martin; Potter, John Robert; Taweesintananon, Kittinat. (2023) Simultaneous tracking of multiple whales using two fiber-optic cables in the Arctic. Frontiers in Marine Science
    Academic article
  • Ge, Yaolin; Eidsvik, Jo; Mo-Bjørkelund, Tore. (2023) 3-D Adaptive AUV Sampling for Classification of Water Masses. IEEE Journal of Oceanic Engineering
    Academic article
  • Spremic, Mina; Eidsvik, Jo; Avseth, Per Åge. (2023) Bayesian rock physics inversion using a localized ensemble-based approach - with an application to the Alvheim field. Geophysics
    Academic article
  • Berget, Gunhild Elisabeth; Eidsvik, Jo; Alver, Morten Omholt; Johansen, Tor Arne. (2023) Dynamic stochasticmodeling for adaptive sampling of environmental variables using an AUV. Autonomous Robots
    Academic article
  • Ge, Yaolin; Olaisen, André Julius Hovd; Eidsvik, Jo; Jain, Ravinder Praveen Kumar; Johansen, Tor Arne. (2022) Long-Horizon Informative Path Planning with Obstacles and Time Constraints. IFAC-PapersOnLine
    Academic article
  • Anyosa, Susan; Eidsvik, Jo; Pizarro, Oscar. (2022) Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping. Computational Statistics & Data Analysis
    Academic article
  • Lee, Daesoo; Aune, Erlend; Langet, Nadege; Eidsvik, Jo. (2022) Ensemble and Self-supervised Learning for Improved Classification of Seismic Signals from the Åknes Rockslope. Mathematical Geosciences
    Academic literature review
  • Gineste, Michael; Eidsvik, Jo. (2021) Batch seismic inversion using the iterative ensemble Kalman smoother. Computational Geosciences
    Academic article
  • Foss, Karine Hagesæther; Berget, Gunhild Elisabeth; Eidsvik, Jo. (2021) Using an autonomous underwater vehicle with onboard stochastic advection-diffusion models to map excursion sets of environmental variables. Environmetrics
    Academic article
  • Mendoza Espinosa, Jorge; Paglia, Jacopo; Eidsvik, Jo; Kohler, Jochen. (2021) Value of information of in-situ inspections of mooring lines. Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
    Academic article
  • Ringrose, Philip; Landrø, Martin; Potter, John; Eidsvik, Jo; Wienecke, Susann; Bouffaut, Léa. (2021) Next generation geophysical sensing: exploring a new wave of geophysical technologies for the energy transition. First Break
    Academic article
  • Fossum, Trygve Olav; Travelletti, Cedric; Eidsvik, Jo; Ginsbourger, David; Rajan, Kanna. (2021) Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling. Annals of Applied Statistics
    Academic article
  • Paglia, Jacopo; Eidsvik, Jo; Karvanen, Juha. (2021) Efficient spatial designs using Hausdorff distances and Bayesian optimization. Scandinavian Journal of Statistics
    Academic article
  • Lie, Henrik Syversveen; Eidsvik, Jo. (2021) Inference in cylindrical models having latent Markovian classes - with an application to ocean current data. Spatial Statistics
    Academic article
  • Anyosa, Susan; Bunting, Scott William Christopher; Eidsvik, Jo; Romdhane, Mohamed Anouar; Bergmo, Per Eirik Strand. (2021) Assessing the value of seismic monitoring of CO2 storage using simulations and statistical analysis. International Journal of Greenhouse Gas Control
    Academic article
  • Gineste, Michael; Eidsvik, Jo; Zheng, York. (2020) Ensemble-based seismic inversion for a stratified medium. Geophysics
    Academic article
  • Paglia, Jacopo; Eidsvik, Jo; Cerasi, Pierre. (2020) Workflow for Sensitivity Analysis and Decision Making on the Lower Limit of the Mud-Weight Window in an Overpressured Formation. SPE Journal
    Academic article
  • Myklebust, Hans Olav Vogt; Eidsvik, Jo; Sperstad, Iver Bakken; Bhattacharjya, Debarun. (2020) Value of information analysis for complex simulator models: Application to wind farm maintenance. Decision Analysis
    Academic article
  • Dutta, Geetartha; Mukerji, Tapan; Eidsvik, Jo. (2019) Value of information analysis for subsurface energy resources applications. Applied Energy
    Academic article
  • Skauvold, Jacob; Eidsvik, Jo. (2019) Parametric spatial covariance models in the ensemble Kalman filter. Spatial Statistics
    Academic article
  • Fossum, Trygve Olav; Ryan, John; Mukerji, Tapan; Eidsvik, Jo; Maughan, Thom; Ludvigsen, Martin. (2019) Compact models for adaptive sampling in marine robotics. The international journal of robotics research
    Academic article
  • Fossum, Trygve Olav; Fragoso, Glaucia Moreira; Davies, Emlyn John; Ullgren, Jenny; Mendes, Renato; Johnsen, Geir. (2019) Toward adaptive robotic sampling of phytoplankton in the coastal ocean. Science robotics
    Academic article
  • Dutta, Geetartha; Mukerji, Tapan; Eidsvik, Jo. (2019) Value of information of time-lapse seismic data by simulation-regression: comparison with double-loop Monte Carlo. Computational Geosciences
    Academic article
  • Skauvold, Jacob; Eidsvik, Jo; van Leeuwen, Peter Jan; Amezcua, Javier. (2019) A revised implicit equal-weights particle filter. Quarterly Journal of the Royal Meteorological Society
    Academic article
  • Skauvold, Jacob; Eidsvik, Jo. (2018) Data assimilation for a geological process model using the ensemble Kalman filter. Basin Research
    Academic article
  • Eidsvik, Jo; Martinelli, Gabriele; Bhattacharjya, Debarun. (2018) Sequential information gathering schemes for spatial risk and decision analysis applications. Stochastic environmental research and risk assessment (Print)
    Academic article
  • Fossum, Trygve Olav; Eidsvik, Jo; Ellingsen, Ingrid H.; Alver, Morten; Fragoso, Glaucia Moreira; Johnsen, Geir. (2018) Information-driven robotic sampling in the coastal ocean. Journal of Field Robotics (JFR)
    Academic article
  • Paglia, Jacopo; Eidsvik, Jo; Grøver, Arnt; Lothe, Ane Elisabet. (2018) Statistical modeling for real-time pore pressure prediction from predrill analysis and well logs. Geophysics
    Academic article
  • Sajith Vezhapparambu, Veena; Eidsvik, Jo; Ellefmo, Steinar Løve. (2018) Rock Classification Using Multivariate Analysis of Measurement While Drilling Data: Towards a Better Sampling Strategy. Minerals
    Academic article
  • Eidsvik, Jo; Dutta, Geetartha; Mukerji, Tapan; Bhattacharjya, Debarun. (2017) Simulation-Regression Approximations for Value of Information Analysis of Geophysical Data. Mathematical Geosciences
    Academic article
  • Ødegård, Heidi Liljeblad; Eidsvik, Jo; Fleten, Stein-Erik. (2017) Value of information analysis of snow measurements for the scheduling of hydropower production. Energy Systems, Springer Verlag
    Academic article
  • Evangelou, Evangelos; Eidsvik, Jo. (2017) The value of information for correlated GLMs. Journal of Statistical Planning and Inference
    Academic article
  • Rezaie, Javad; Eidsvik, Jo. (2016) A skewed unscented Kalman filter. International Journal of Control
    Academic article
  • Skauvold, Jacob; Eidsvik, Jo; Theune, Ulrich. (2016) A parametric model for seismic wavelets-with estimation and uncertainty quantification. Geophysical Journal International
    Academic article
  • Parker, Ryan J; Reich, Brian J.; Eidsvik, Jo. (2016) A Fused Lasso Approach to Nonstationary Spatial Covariance Estimation. Journal of Agricultural Biological and Environmental Statistics
    Academic article
  • Lilleborge, Marie; Eidsvik, Jo. (2015) Efficient designs for Bayesian networks with sub-tree bounds. Statistics and computing
    Academic article
  • Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo. (2015) Information Gathering in Bayesian Networks Applied to Petroleum Prospecting. Mathematical Geosciences
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo; Hokstad, Ketil; Hauge, Ragnar. (2014) Strategies for Petroleum Exploration on the Basis of Bayesian Networks: A Case Study. SPE Journal
    Academic article
  • Eidsvik, Jo; Shaby, BA; Reich, Brian J.; Wheeler, M; Niemi, J. (2014) Estimation and prediction in spatial models with block composite likelihoods. Journal of Computational And Graphical Statistics (JCGS)
    Academic article
  • Aune, Erlend; Simpson, Daniel Peter; Eidsvik, Jo. (2014) Parameter estimation in high dimensional Gaussian distributions. Statistics and computing
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo. (2014) Dynamic exploration designs for graphical models using clustering with applications to petroleum exploration. Knowledge-Based Systems
    Academic article
  • Rezaie, Javad; Eidsvik, Jo. (2014) Kalman filter variants in the closed skew normal setting. Computational Statistics & Data Analysis
    Academic article
  • Rezaie, Javad; Eidsvik, Jo; Mukerji, Tapan. (2014) Value of information analysis and Bayesian inversion for closed skew-normal distributions: Applications to seismic amplitude variation with offset data . Geophysics
    Academic article
  • Eidsvik, Jo; Ellefmo, Steinar Løve. (2013) The Value of Information in Mineral Exploration Within a Multi-Gaussian Framework. Mathematical Geosciences
    Academic article
  • Bhattacharjya, Debarun; Eidsvik, Jo; Mukerji, Tapan. (2013) The value of information in portfolio problems with dependent projects. Decision Analysis
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo; Sinding-Larsen, Richard; Tviberg, Sara; Mukerji, Tapan. (2013) Building Bayesian networks from basin modeling scenarios for improved geological decision making. Petroleum Geoscience
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar. (2013) Dynamic decision making for graphical models applied to oil exploration. European Journal of Operational Research
    Academic article
  • Aune, Erlend; Eidsvik, Jo; Pokern, Y. (2013) Iterative numerical methods for sampling from high dimensional Gaussian distributions. Statistics and computing
    Academic article
  • Aune, Erlend; Eidsvik, Jo; Ursin, Bjørn. (2013) Three-dimensional non-stationary and non-linear isotropic AVA inversion. Geophysical Journal International
    Academic article
  • Eidsvik, Jo; Finley, Andrew O; Banerjee, S; Rue, Håvard. (2012) Approximate Bayesian inference for large spatial datasets using predictive process models. Computational Statistics & Data Analysis
    Academic article
  • Rezaie, Javad; Eidsvik, Jo. (2012) Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter. Computational Geosciences
    Academic article
  • Hosseini, Fatemeh; Eidsvik, Jo; Mohammadzadeh, Moshen. (2011) Approximate Bayesian inference in spatial GLMM with skew normal latent variables. Computational Statistics & Data Analysis
    Academic article
  • Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar; Førland, Maren Drange. (2011) Bayesian networks for prospect analysis in the North Sea. American Association of Petroleum Geologists Bulletin
    Academic article
  • Reich, Brian J.; Eidsvik, Jo; Guindani, Michele; Nail, Amy; Schmidt, Alexandra M. (2011) A class of covariate-dependent spatiotemporal covariance functions for the analysis of daily ozone concentration. Annals of Applied Statistics
    Academic article
  • Gjerde, Tony; Eidsvik, Jo; Nyrnes, Erik; Bruun, Bjørn. (2011) Positioning and position error of petroleum wells. Journal of Geodetic Science
    Academic article
  • Theune, U; Jensas, IO; Eidsvik, Jo. (2010) Analysis of prior models for a blocky inversion of seismic AVA data. Geophysics
    Academic article
  • Bhattacharjya, Debarun; Eidsvik, Jo; Mukerji, Tapan. (2010) The Value of Information in Spatial Decision Making. Mathematical Geosciences
    Academic article
  • Ellefmo, Steinar Løve; Eidsvik, Jo. (2009) Local and Spatial Joint Frequency Uncertainty and its Application to Rock Mass Characterisation. Rock Mechanics and Rock Engineering
    Academic article
  • Eidsvik, Jo; Martino, Sara; Rue, Håvard. (2009) Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics
    Academic article
  • Eidsvik, Jo; Bhattacharjya, D; Mukerji, T. (2008) Value of information of seismic amplitude and CSEM resistivity. Geophysics
    Academic article
  • Eidsvik, Jo; Tjelmeland, Håkon. (2006) On directional Metropolis-Hastings algorithms. Statistics and computing
    Academic article
  • Eidsvik, Jo; Hokstad, Ketil. (2006) Positioning drill-bit and look-ahead events using seismic traveltime data. Geophysics
    Academic article
  • Eidsvik, Jo; Avseth, P; Omre, Henning; Mukerji, T; Mavko, G. (2004) Stochastic reservoir characterization using prestack seismic data. Geophysics
    Academic article
  • Eidsvik, Jo; Mukerji, T; Switzer, P. (2004) Estimation of geological attributes from a well log: An application of hidden Markov chains. Mathematical Geology
    Academic article
  • Tjelmeland, Håkon; Eidsvik, Jo. (2004) On the use of local optimizations within Metropolis-Hastings updates. Journal of The Royal Statistical Society Series B-statistical Methodology
    Academic article

Books

  • Eidsvik, Jo; Mukerji, Tapan; Bhattacharjya, Debarun. (2015) Value of Information in the Earth Sciences. Cambridge University Press Cambridge University Press
    Academic monograph

Report

  • Skauvold, Jacob; Eidsvik, Jo. (2018) Ensemble-based Data Assimilation Methods Applied to Geological Process Modeling. NTNU
    Doctoral dissertation
  • Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo; Huseby, Arne. (2016) Efficient Information Gathering in Discrete Bayesian Networks. Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo. (No. 1796)
    Doctoral dissertation
  • Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar; Tjelmeland, Håkon. (2012) Petroleum exploration with Bayesian Networks - From prospect risk assessment to optimal exploration. Doktoravhandlinger ved NTNU (2012:273)
    Doctoral dissertation

Teaching

Courses

  • TMA4240 - Statistics

Media

2023

  • Academic lecture
    Ovanger, Oscar; Lee, Daesoo; Eidsvik, Jo; Skauvold, Jacob; Hauge, Ragnar. (2023) Conditional Facies Sampling using Denoising Diffusion Probabilistic Models . IAMG IAMG Conference 2023 , Trondheim 2023-08-05 - 2023-08-12
  • Poster
    Mai, The Tien; Spremic, Mina; Eidsvik, Jo. (2023) A pseudo-Bayesian approach for non-linear seismic inversion. IAMG 22st Annual Conference of the International Association for Mathematical Geosciences , Trondheim, Norway 2023-08-05 - 2023-08-12
  • Academic lecture
    Beiser, Florian; Lye, Kjetil Olsen; Holm, Håvard Heitlo; Eidsvik, Jo. (2023) Rank Histogram Estimators for Multi-Level Data Assimilation. ISDA ISDA 2023: 9th International Symposium on Data Assimilation , Bologna 2023-10-16 - 2023-10-20
  • Poster
    Beiser, Florian; Holm, Håvard Heitlo; Lye, Kjetil Olsen; Eidsvik, Jo; Sætra, Martin Lilleeng. (2023) Multi-level Data Assimilation: Statistical Background and Application to the Shallow-Water Model. SINTEF Geilo Winter School 2023 , Geilo 2023-01-22 - 2023-01-27
  • Lecture
    Spremic, Mina; Eidsvik, Jo; Hansen, Thomas Mejer. (2023) Comparison of Sampling Methods with Local Conditioning to Seismic Data. EAGE (European Association of Geoscientists & Engineers) Fifth EAGE Conference on Petroleum Geostatistics , Porto, Portugal 2023-11-27 - 2023-11-30
  • Academic lecture
    Berild, Martin Outzen; Fuglstad, Geir-Arne; Ge, Yaolin; Eidsvik, Jo; Ellingsen, Ingrid Helene. (2023) Adaptive ocean sampling using surrogate models with spatially varying anisotropy in three dimensions. Norwegian University of Science and technology Conference of the International Association for Mathematical Geosciences 2023 , Trondheim, Norway 2023-08-05 - 2023-08-12
  • Academic lecture
    Berild, Martin Outzen; Fuglstad, Geir-Arne; Ge, Yaolin; Eidsvik, Jo; Ellingsen, Ingrid Helene. (2023) Adaptive oceanographic sampling using surrogate models with spatially varying anisotropy in three dimensions. Elsevier Spatial Statistics 2023 , Boulder, Colorado, USA 2023-07-18 - 2023-07-21
  • Poster
    Berild, Martin Outzen; Ge, Yaolin; Eidsvik, Jo; Fuglstad, Geir-Arne; Ellingsen, Ingrid Helene. (2023) Using a statistical surrogate model for three-dimensional adaptive sampling. University of Bern 2023 Liège Colloquium “Machine learning and data analysis in oceanography” , Bern, Sveits 2023-05-08 - 2023-05-12
  • Academic lecture
    Olaisen, André Julius Hovd; Eidsvik, Jo. (2023) Using AUV to measure high gradient zones in a river plume. International Association for Mathematical Geosciences IAMG2023 , Trondheim 2023-08-05 - 2023-08-12

2022

  • Lecture
    Anyosa, Susan; Eidsvik, Jo; Grana, Dario. (2022) Assessment of geophysical monitoring strategies for CO2 storage using ensemble-based methods and value of information analysis. International Association for Mathematical Geosciences 21st Annual Conference of the International Association for Mathematical Geosciences , Nancy, France 2022-08-29 - 2022-09-03
  • Academic lecture
    Eidsvik, Jo. (2022) Adaptive spatio-temporal sampling with autonomous underwater vehicles. Azores Symposium on Ocean Observations , Angra, Azorene 2022-07-04 - 2022-07-08
  • Lecture
    Spremic, Mina; Eidsvik, Jo; Avseth, Per Åge. (2022) Bayesian Seismic Rock Physics Inversion Using the Local Ensemble Transform Kalman Filter. International Association for Mathematical Geosciences (IAMG) 21st Annual Conference of the International Association for Mathematical Geosciences , Nancy, France 2022-08-29 - 2022-09-02
  • Lecture
    Spremic, Mina; Eidsvik, Jo; Avseth, Per Åge. (2022) Bayesian seismic rock physics inversion using a localized ensemble-based approach - with an application to the Alvheim field. NORCE EnKF Workshop 2022 , Balestrand 2022-05-30 - 2022-06-02
  • Poster
    Santi, Andrea Callioli; Ringrose, Philip; Eidsvik, Jo; Haugdahl, Tor Andre. (2022) Assessing CO2 Storage Containment Risks Using an Invasion Percolation Markov Chain Concept. IEAGHG 16th International Conference on Greenhouse Gas Control Technologies, GHGT-16 , Lyon 2022-10-23 - 2022-10-27
  • Academic lecture
    Beiser, Florian; Holm, Håvard Heitlo; Eidsvik, Jo. (2022) Handling sparse observations in ensemble-based filtering with an application to drift trajectory forecasting. NORCE EnKF Workshop 2022 , Balestrand 2022-05-30 - 2022-06-02
  • Lecture
    Ovanger, Oscar; Eidsvik, Jo; Skauvold, Jacob; Hauge, Ragnar; Aarnes, Ingrid. (2022) A rule-based reservoir stacking model with effective well conditioning. IAMG IAMG 2022 21st annual conference , Nancy, Frankrike 2022-08-29 - 2022-09-03

2021

  • Academic lecture
    Anyosa, Susan; Eidsvik, Jo; Pizarro, Oscar. (2021) Sampling methods for improved benthic habitat maps based on reducing integrated Bernoulli variance. IEEE Oceanic Engineering Society and Marine Technoly Society Global OCEANS 2021 , Online 2021-09-20 - 2021-09-23
  • Academic lecture
    Beiser, Florian; Holm, Håvard Heitlo; Eidsvik, Jo. (2021) Comparison of Ensemble-Based Data Assimilation Methods for Drift Trajectory Forecasting. Norsk statistik forening NORDSTAT2021 , Tromsø 2021-06-21 - 2021-06-24
  • Poster
    Beiser, Florian; Holm, Håvard Heitlo; Eidsvik, Jo. (2021) Ensemble-based Data Assimilation Methods for Drift Trajectory Forecasting. SINTEF AS Geilo Winter School , Online 2021-01-25 - 2021-01-29

2019

  • Academic lecture
    Skauvold, Jacob; Eidsvik, Jo. (2019) Parametric Covariance Estimation in Ensemble-based Data Assimilation. EAGE Petroleum Geostatistics 2019 , Firenze 2019-09-02 - 2019-09-06
  • Academic lecture
    Brodtkorb, André R.; Brajard, Julien; Künsch, Hans R; Hanea, Remus Gabriel; Lye, Kjetil Olsen; Eidsvik, Jo. (2019) Geilo Winter School in eScience on Learning from Data. SINTEF Digital Geilo Winter School in eScience , Geilo 2019-01-20 - 2019-01-25

2018

  • Poster
    Fjeldstad, Torstein Mæland; Eidsvik, Jo. (2018) Approximate Bayesian inference of model parameters in convolved hidden Markov models - with an application to seismic data. 2018 ISBA World Meeting , Edinburgh 2018-06-24 - 2018-06-29
  • Poster
    Paglia, Jacopo; Eidsvik, Jo; Grøver, Arnt; Lothe, Ane Elisabet. (2018) Statistical Modelling for Online Pore Pressure Prediction from Well Logs. EAGE 80th EAGE Conference & Exhibiton 2018 , Copenhagen 2018-06-11 - 2018-06-14
  • Academic lecture
    Berget, Gunhild Elisabeth; Fossum, Trygve Olav; Johansen, Tor Arne; Eidsvik, Jo; Rajan, Kanna. (2018) Adaptive Sampling of Ocean Processes Using a Gaussian Proxy Model Onboard an AUV. 11th IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles 2018-09-10 - 2018-09-12

2017

  • Poster
    Paglia, Jacopo; Eidsvik, Jo. (2017) Statistical modeling for online pore-pressure prediction and drilling window. DrillWell The annual DrillWell conference , Sola, Stavanger 2017-09-26 - 2017-09-27

2015

  • Academic lecture
    Gineste, Michael; Eidsvik, Jo. (2015) Framework for Seismic Inversion of Full Waveform Data Using Sequential Filtering. EAGE Petroleum Geostatistics 2015 , Biarritz 2015-09-07 - 2015-09-11
  • Academic lecture
    Lilleborge, Marie; Eidsvik, Jo; Hauge, Ragnar. (2015) Efficient Optimization of Exploration Drilling Campaigns with Convergent Information Bounds. EAGE Petroleum Geostatistics 2015 , Biarritz 2015-09-07 - 2015-09-11

2014

  • Academic lecture
    Lilleborge, Marie; Eidsvik, Jo; Hauge, Ragnar. (2014) Efficient Information gathering in Bayesian Network models for Petroleum Prospecting. Stanford Center for Reservoir Forcasting Seminar 2014-11-20 - 2014-11-20
  • Academic lecture
    Lilleborge, Marie; Eidsvik, Jo; Hauge, Ragnar. (2014) Information gathering in Bayesian Networks with a taste of almonds and petroleum. NTNU Statistics seminar 2014-05-08 - 2014-05-08
  • Academic lecture
    Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo. (2014) Information Gathering in Bayesian Networks with an Application to Petroleum Prospecting. 2014 Joint Statistical Meetings , Boston 2014-08-02 - 2014-08-07

2013

  • Academic lecture
    Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo. (2013) Measures of Information for Bayesian Networks. Norsk Statistisk Forening avdeling Oslo Det 17. norske statistikermøtet , Halden 2013-06-11 - 2013-06-13
  • Academic lecture
    Hauge, Ragnar; Stien, Marita; Drange-Espeland, Maren ; Eidsvik, Jo; Martinelli, Gabriele. (2013) Modeling Dependencies Between Oil Exploration Prospects with Bayesian Networks. EMS 2013 , Budapest 2013-07-20 - 2013-07-25

2012

  • Poster
    Ellefmo, Steinar Løve; Eidsvik, Jo. (2012) The value of imperfect borehole information in mineral resource evaluation. Norsk Regnesentral Geostat 2012 , Oslo 2012-06-11 - 2012-06-15
  • Academic lecture
    Martinelli, Gabriele; Tviberg, Sara; Eidsvik, Jo; Sinding-Larsen, Richard; Mukerji, Tapan. (2012) Building Bayesian Networks from Basin Modeling scenarios for Decision Making under geologic uncertainty. Norwegian Computing Centre 9th International Geostatistics Congress, Oslo , Oslo 2012-06-11 - 2012-06-15

2011

  • Academic lecture
    Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar. (2011) The value of sequential prospect selection. IAMG IAMG , Salzburg 2011-09-05 - 2011-09-09
  • Academic lecture
    Ellefmo, Steinar Løve; Eidsvik, Jo. (2011) Fast detection of outliers and anomalies in joint frequency data. International Association of Mathematical Geoscience IAMG 2011 , Salzburg 2011-09-05 - 2011-09-09

2008

  • Academic lecture
    Gjerde, Tony; Bruun, Bjørn; Nyrnes, Erik; Eidsvik, Jo. (2008) Distributions with heavy tails in directional drilling. Workshop , Denver 2008-09-11 - 2008-09-12
  • Academic lecture
    Eidsvik, Jo. (2008) Stochastic reservoir characterization. Warwick University Workshop , Coventry 2008-06-05 - 2008-06-07
  • Poster
    Jensås, Ingrid; Eidsvik, Jo; Theune, Ulrich. (2008) Methods for blocky seismic AVA inversion. European Association of Geoscientists & Engineers European Association of Geoscientists & Engineers , Roma 2008-06-10 - 2008-06-14

2007

  • Academic lecture
    Eidsvik, Jo; Bhattacharjya, Debarun; Mukerji, Tapan. (2007) Estimating the value of information in spatial decision making for reservoir development. Society of Exploration Geopysicists Society of Exploration Geopysicists , San Antonio, TX 2007-09-24 - 2007-09-28
  • Academic lecture
    Eidsvik, Jo; Bhattacharjya, Debarun; Mukerji, Tapan. (2007) The value of seismic amplitude information. European association of Geophysicists and Engineers EAGE Petroleum Geostatistics , Cascais 2007-09-11 - 2007-09-14
NTNU
Studies
  • Master's programmes in English
  • For exchange students
  • PhD opportunities
  • Courses
  • Career development
  • Continuing education
  • Application process
Contact
  • Contact NTNU
  • Employees
  • For alumni
  • Press contacts
  • Researcher support
Discover NTNU
  • Experts
  • Vacancies
  • Pictures from NTNU
  • Innovation resources
  • NTNU in Gjøvik
  • NTNU in Trondheim
  • NTNU in Ålesund
  • Maps
About NTNU
  • NTNU's strategy
  • Research excellence
  • Strategic research areas
  • Organizational chart
  • Libraries
  • About the university
Services
  • For employees
  • For students
  • Blackboard
  • Intranet

Norwegian University of Science and Technology

Use of cookies
Accessibility statement (in Norwegian)
Privacy policy
Editorial responsibility
Sign In