Jo Eidsvik
About
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): Susan Anyosa, Mina Spremic, Yaolin Ge, Florian Beiser, André Olaisen, Oscar Ovanger
Former PhD students: Erlend Aune, Gabriele Martinelli, Javad Rezaie, Marie Lilleborge, Jacob Skauvold, Jacopo Paglia, Michael Gineste.
I work with PostDoc The Tien Mai.
I have supervised 45 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.
Publications
2022
-
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.
volum 179.
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
-
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.
Scientific translation/review
2021
-
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.
volum 105.
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.
volum 33 (1).
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.
volum 15 (2).
Academic article
-
Gineste, Michael;
Eidsvik, Jo.
(2021)
Batch seismic inversion using the iterative ensemble Kalman smoother.
Computational Geosciences.
volum 25.
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.
volum 41.
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
-
Paglia, Jacopo;
Eidsvik, Jo;
Karvanen, Juha.
(2021)
Efficient spatial designs using Hausdorff distances and Bayesian optimization.
Scandinavian Journal of Statistics.
Academic article
-
Ringrose, Philip;
Landrø, Martin;
Potter, John;
Eidsvik, Jo;
Wienecke, Susann;
Bouffaut, Léa;
Oye, Volker;
Dong, Hefeng;
Elster, Anne C.;
Johansen, Ståle Emil.
(2021)
Next generation geophysical sensing: exploring a new wave of geophysical technologies for the energy transition.
First Break.
volum 39.
Academic article
2020
-
Gineste, Michael;
Eidsvik, Jo;
Zheng, York.
(2020)
Ensemble-based seismic inversion for a stratified medium.
Geophysics.
volum 85 (1).
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.
volum 17 (2).
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.
volum 25 (6).
Academic article
2019
-
Dutta, Geetartha;
Mukerji, Tapan;
Eidsvik, Jo.
(2019)
Value of information analysis for subsurface energy resources applications.
Applied Energy.
volum 252.
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.
volum 23 (5).
Academic article
-
Fossum, Trygve Olav;
Fragoso, Glaucia Moreira;
Davies, Emlyn John;
Ullgren, Jenny;
Mendes, Renato;
Johnsen, Geir;
Ellingsen, Ingrid H.;
Eidsvik, Jo;
Ludvigsen, Martin;
Rajan, Kanna.
(2019)
Toward adaptive robotic sampling of phytoplankton in the coastal ocean.
Science robotics.
volum 4 (27).
Academic article
-
Fossum, Trygve Olav;
Ryan, John;
Mukerji, Tapan;
Eidsvik, Jo;
Maughan, Thom;
Ludvigsen, Martin;
Rajan, Kanna.
(2019)
Compact models for adaptive sampling in marine robotics.
The international journal of robotics research.
volum 39 (1).
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo.
(2019)
Parametric spatial covariance models in the ensemble Kalman filter.
Spatial Statistics.
volum 29.
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.
volum 145 (721).
Academic article
2018
-
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).
volum 32 (4).
Academic article
-
Fossum, Trygve Olav;
Eidsvik, Jo;
Ellingsen, Ingrid H.;
Alver, Morten;
Fragoso, Glaucia Moreira;
Johnsen, Geir;
Mendes, Renato;
Ludvigsen, Martin;
Rajan, Kanna.
(2018)
Information-driven robotic sampling in the coastal ocean.
Journal of Field Robotics (JFR).
volum 35 (7).
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.
volum 84 (2).
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.
volum 8 (9).
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo.
(2018)
Data assimilation for a geological process model using the ensemble Kalman filter.
Basin Research.
volum 30 (4).
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.
volum 49 (4).
Academic article
-
Evangelou, Evangelos;
Eidsvik, Jo.
(2017)
The value of information for correlated GLMs.
Journal of Statistical Planning and Inference.
volum 180.
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.
volum 10 (1).
Academic article
2016
-
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.
volum 21 (3).
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2016)
A skewed unscented Kalman filter.
International Journal of Control.
volum 89 (12).
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo;
Theune, Ulrich.
(2016)
A parametric model for seismic wavelets-with estimation and uncertainty quantification.
Geophysical Journal International.
volum 205 (2).
Academic article
2015
-
Eidsvik, Jo;
Mukerji, Tapan;
Bhattacharjya, Debarun.
(2015)
Value of Information in the Earth Sciences.
Cambridge University Press. 2015. ISBN 978-1-107-04026-7.
Scientific monography
-
Lilleborge, Marie;
Eidsvik, Jo.
(2015)
Efficient designs for Bayesian networks with sub-tree bounds.
Statistics and computing.
volum 27 (2).
Academic article
-
Lilleborge, Marie;
Hauge, Ragnar;
Eidsvik, Jo.
(2015)
Information Gathering in Bayesian Networks Applied to Petroleum Prospecting.
Mathematical Geosciences.
volum 48 (3).
Academic article
2014
-
Aune, Erlend;
Simpson, Daniel Peter;
Eidsvik, Jo.
(2014)
Parameter estimation in high dimensional Gaussian distributions.
Statistics and computing.
volum 24 (2).
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).
volum 23 (2).
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo.
(2014)
Dynamic exploration designs for graphical models using clustering with applications to petroleum exploration.
Knowledge-Based Systems.
volum 58.
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.
volum 19 (4).
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2014)
Kalman filter variants in the closed skew normal setting.
Computational Statistics & Data Analysis.
volum 75.
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.
volum 79 (4).
Academic article
2013
-
Aune, Erlend;
Eidsvik, Jo;
Pokern, Y.
(2013)
Iterative numerical methods for sampling from high dimensional Gaussian distributions.
Statistics and computing.
volum 23 (4).
Academic article
-
Aune, Erlend;
Eidsvik, Jo;
Ursin, Bjørn.
(2013)
Three-dimensional non-stationary and non-linear isotropic AVA inversion.
Geophysical Journal International.
volum 194 (2).
Academic article
-
Bhattacharjya, Debarun;
Eidsvik, Jo;
Mukerji, Tapan.
(2013)
The value of information in portfolio problems with dependent projects.
Decision Analysis.
volum 10 (4).
Academic article
-
Eidsvik, Jo;
Ellefmo, Steinar Løve.
(2013)
The Value of Information in Mineral Exploration Within a Multi-Gaussian Framework.
Mathematical Geosciences.
volum 45 (7).
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hauge, Ragnar.
(2013)
Dynamic decision making for graphical models applied to oil exploration.
European Journal of Operational Research.
volum 230 (3).
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.
volum 19 (3).
Academic article
2012
-
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.
volum 56 (6).
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2012)
Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter.
Computational Geosciences.
volum 16 (3).
Academic article
2011
-
Gjerde, Tony;
Eidsvik, Jo;
Nyrnes, Erik;
Bruun, Bjørn.
(2011)
Positioning and position error of petroleum wells.
Journal of Geodetic Science.
volum 1 (2).
Academic article
-
Hosseini, Fatemeh;
Eidsvik, Jo;
Mohammadzadeh, Moshen.
(2011)
Approximate Bayesian inference in spatial GLMM with skew normal latent variables.
Computational Statistics & Data Analysis.
volum 55 (4).
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.
volum 95 (8).
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.
volum 5 (4).
Academic article
2010
-
Bhattacharjya, Debarun;
Eidsvik, Jo;
Mukerji, Tapan.
(2010)
The Value of Information in Spatial Decision Making.
Mathematical Geosciences.
volum 42 (2).
Academic article
-
Theune, U;
Jensas, IO;
Eidsvik, Jo.
(2010)
Analysis of prior models for a blocky inversion of seismic AVA data.
Geophysics.
volum 75 (3).
Academic article
2009
-
Eidsvik, Jo;
Martino, Sara;
Rue, Håvard.
(2009)
Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models.
Scandinavian Journal of Statistics.
volum 36 (1).
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.
volum 42 (4).
Academic article
2008
-
Eidsvik, Jo;
Bhattacharjya, D;
Mukerji, T.
(2008)
Value of information of seismic amplitude and CSEM resistivity.
Geophysics.
volum 73.
Academic article
2006
-
Eidsvik, Jo;
Hokstad, Ketil.
(2006)
Positioning drill-bit and look-ahead events using seismic traveltime data.
Geophysics.
volum 71 (4).
Academic article
-
Eidsvik, Jo;
Tjelmeland, Håkon.
(2006)
On directional Metropolis-Hastings algorithms.
Statistics and computing.
volum 16 (1).
Academic article
2004
-
Eidsvik, Jo;
Avseth, P;
Omre, Henning;
Mukerji, T;
Mavko, G.
(2004)
Stochastic reservoir characterization using prestack seismic data.
Geophysics.
volum 69.
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.
volum 36.
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.
volum 66.
Academic article
Scientific articles
-
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.
volum 179.
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;
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.
volum 105.
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.
volum 33 (1).
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.
volum 15 (2).
Academic article
-
Gineste, Michael;
Eidsvik, Jo.
(2021)
Batch seismic inversion using the iterative ensemble Kalman smoother.
Computational Geosciences.
volum 25.
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.
volum 41.
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
-
Paglia, Jacopo;
Eidsvik, Jo;
Karvanen, Juha.
(2021)
Efficient spatial designs using Hausdorff distances and Bayesian optimization.
Scandinavian Journal of Statistics.
Academic article
-
Ringrose, Philip;
Landrø, Martin;
Potter, John;
Eidsvik, Jo;
Wienecke, Susann;
Bouffaut, Léa;
Oye, Volker;
Dong, Hefeng;
Elster, Anne C.;
Johansen, Ståle Emil.
(2021)
Next generation geophysical sensing: exploring a new wave of geophysical technologies for the energy transition.
First Break.
volum 39.
Academic article
-
Gineste, Michael;
Eidsvik, Jo;
Zheng, York.
(2020)
Ensemble-based seismic inversion for a stratified medium.
Geophysics.
volum 85 (1).
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.
volum 17 (2).
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.
volum 25 (6).
Academic article
-
Dutta, Geetartha;
Mukerji, Tapan;
Eidsvik, Jo.
(2019)
Value of information analysis for subsurface energy resources applications.
Applied Energy.
volum 252.
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.
volum 23 (5).
Academic article
-
Fossum, Trygve Olav;
Fragoso, Glaucia Moreira;
Davies, Emlyn John;
Ullgren, Jenny;
Mendes, Renato;
Johnsen, Geir;
Ellingsen, Ingrid H.;
Eidsvik, Jo;
Ludvigsen, Martin;
Rajan, Kanna.
(2019)
Toward adaptive robotic sampling of phytoplankton in the coastal ocean.
Science robotics.
volum 4 (27).
Academic article
-
Fossum, Trygve Olav;
Ryan, John;
Mukerji, Tapan;
Eidsvik, Jo;
Maughan, Thom;
Ludvigsen, Martin;
Rajan, Kanna.
(2019)
Compact models for adaptive sampling in marine robotics.
The international journal of robotics research.
volum 39 (1).
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo.
(2019)
Parametric spatial covariance models in the ensemble Kalman filter.
Spatial Statistics.
volum 29.
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.
volum 145 (721).
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).
volum 32 (4).
Academic article
-
Fossum, Trygve Olav;
Eidsvik, Jo;
Ellingsen, Ingrid H.;
Alver, Morten;
Fragoso, Glaucia Moreira;
Johnsen, Geir;
Mendes, Renato;
Ludvigsen, Martin;
Rajan, Kanna.
(2018)
Information-driven robotic sampling in the coastal ocean.
Journal of Field Robotics (JFR).
volum 35 (7).
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.
volum 84 (2).
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.
volum 8 (9).
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo.
(2018)
Data assimilation for a geological process model using the ensemble Kalman filter.
Basin Research.
volum 30 (4).
Academic article
-
Eidsvik, Jo;
Dutta, Geetartha;
Mukerji, Tapan;
Bhattacharjya, Debarun.
(2017)
Simulation-Regression Approximations for Value of Information Analysis of Geophysical Data.
Mathematical Geosciences.
volum 49 (4).
Academic article
-
Evangelou, Evangelos;
Eidsvik, Jo.
(2017)
The value of information for correlated GLMs.
Journal of Statistical Planning and Inference.
volum 180.
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.
volum 10 (1).
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.
volum 21 (3).
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2016)
A skewed unscented Kalman filter.
International Journal of Control.
volum 89 (12).
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo;
Theune, Ulrich.
(2016)
A parametric model for seismic wavelets-with estimation and uncertainty quantification.
Geophysical Journal International.
volum 205 (2).
Academic article
-
Lilleborge, Marie;
Eidsvik, Jo.
(2015)
Efficient designs for Bayesian networks with sub-tree bounds.
Statistics and computing.
volum 27 (2).
Academic article
-
Lilleborge, Marie;
Hauge, Ragnar;
Eidsvik, Jo.
(2015)
Information Gathering in Bayesian Networks Applied to Petroleum Prospecting.
Mathematical Geosciences.
volum 48 (3).
Academic article
-
Aune, Erlend;
Simpson, Daniel Peter;
Eidsvik, Jo.
(2014)
Parameter estimation in high dimensional Gaussian distributions.
Statistics and computing.
volum 24 (2).
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).
volum 23 (2).
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo.
(2014)
Dynamic exploration designs for graphical models using clustering with applications to petroleum exploration.
Knowledge-Based Systems.
volum 58.
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.
volum 19 (4).
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2014)
Kalman filter variants in the closed skew normal setting.
Computational Statistics & Data Analysis.
volum 75.
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.
volum 79 (4).
Academic article
-
Aune, Erlend;
Eidsvik, Jo;
Pokern, Y.
(2013)
Iterative numerical methods for sampling from high dimensional Gaussian distributions.
Statistics and computing.
volum 23 (4).
Academic article
-
Aune, Erlend;
Eidsvik, Jo;
Ursin, Bjørn.
(2013)
Three-dimensional non-stationary and non-linear isotropic AVA inversion.
Geophysical Journal International.
volum 194 (2).
Academic article
-
Bhattacharjya, Debarun;
Eidsvik, Jo;
Mukerji, Tapan.
(2013)
The value of information in portfolio problems with dependent projects.
Decision Analysis.
volum 10 (4).
Academic article
-
Eidsvik, Jo;
Ellefmo, Steinar Løve.
(2013)
The Value of Information in Mineral Exploration Within a Multi-Gaussian Framework.
Mathematical Geosciences.
volum 45 (7).
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hauge, Ragnar.
(2013)
Dynamic decision making for graphical models applied to oil exploration.
European Journal of Operational Research.
volum 230 (3).
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.
volum 19 (3).
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.
volum 56 (6).
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2012)
Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter.
Computational Geosciences.
volum 16 (3).
Academic article
-
Gjerde, Tony;
Eidsvik, Jo;
Nyrnes, Erik;
Bruun, Bjørn.
(2011)
Positioning and position error of petroleum wells.
Journal of Geodetic Science.
volum 1 (2).
Academic article
-
Hosseini, Fatemeh;
Eidsvik, Jo;
Mohammadzadeh, Moshen.
(2011)
Approximate Bayesian inference in spatial GLMM with skew normal latent variables.
Computational Statistics & Data Analysis.
volum 55 (4).
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.
volum 95 (8).
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.
volum 5 (4).
Academic article
-
Bhattacharjya, Debarun;
Eidsvik, Jo;
Mukerji, Tapan.
(2010)
The Value of Information in Spatial Decision Making.
Mathematical Geosciences.
volum 42 (2).
Academic article
-
Theune, U;
Jensas, IO;
Eidsvik, Jo.
(2010)
Analysis of prior models for a blocky inversion of seismic AVA data.
Geophysics.
volum 75 (3).
Academic article
-
Eidsvik, Jo;
Martino, Sara;
Rue, Håvard.
(2009)
Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models.
Scandinavian Journal of Statistics.
volum 36 (1).
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.
volum 42 (4).
Academic article
-
Eidsvik, Jo;
Bhattacharjya, D;
Mukerji, T.
(2008)
Value of information of seismic amplitude and CSEM resistivity.
Geophysics.
volum 73.
Academic article
-
Eidsvik, Jo;
Hokstad, Ketil.
(2006)
Positioning drill-bit and look-ahead events using seismic traveltime data.
Geophysics.
volum 71 (4).
Academic article
-
Eidsvik, Jo;
Tjelmeland, Håkon.
(2006)
On directional Metropolis-Hastings algorithms.
Statistics and computing.
volum 16 (1).
Academic article
-
Eidsvik, Jo;
Avseth, P;
Omre, Henning;
Mukerji, T;
Mavko, G.
(2004)
Stochastic reservoir characterization using prestack seismic data.
Geophysics.
volum 69.
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.
volum 36.
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.
volum 66.
Academic article
Journal publications
-
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.
Scientific translation/review
Books
-
Eidsvik, Jo;
Mukerji, Tapan;
Bhattacharjya, Debarun.
(2015)
Value of Information in the Earth Sciences.
Cambridge University Press. 2015. ISBN 978-1-107-04026-7.
Scientific monography
Teaching
Courses
Media
2023
-
PosterBeiser, 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. Geilo Winter School 2023 . SINTEF; Geilo. 2023-01-22 - 2023-01-27.
2022
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LectureAnyosa, Susan; Eidsvik, Jo; Grana, Dario. (2022) Assessment of geophysical monitoring strategies for CO2 storage using ensemble-based methods and value of information analysis. 21st Annual Conference of the International Association for Mathematical Geosciences . International Association for Mathematical Geosciences; Nancy, France. 2022-08-29 - 2022-09-03.
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Academic lectureBeiser, Florian; Holm, Håvard Heitlo; Eidsvik, Jo. (2022) Handling sparse observations in ensemble-based filtering with an application to drift trajectory forecasting. EnKF Workshop 2022 . NORCE; Balestrand. 2022-05-30 - 2022-06-02.
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Academic lectureEidsvik, Jo. (2022) Adaptive spatio-temporal sampling with autonomous underwater vehicles. Azores Symposium on Ocean Observations ; Angra, Azorene. 2022-07-04 - 2022-07-08.
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LectureSpremic, Mina; Eidsvik, Jo; Avseth, Per Åge. (2022) Bayesian Seismic Rock Physics Inversion Using the Local Ensemble Transform Kalman Filter. 21st Annual Conference of the International Association for Mathematical Geosciences . International Association for Mathematical Geosciences (IAMG); Nancy, France. 2022-08-29 - 2022-09-02.
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LectureSpremic, 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. EnKF Workshop 2022 . NORCE; Balestrand. 2022-05-30 - 2022-06-02.
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LectureOvanger, Oscar; Eidsvik, Jo; Skauvold, Jacob; Hauge, Ragnar; Aarnes, Ingrid. (2022) A rule-based reservoir stacking model with effective well conditioning. IAMG 2022 21st annual conference . IAMG; Nancy, Frankrike. 2022-08-29 - 2022-09-03.
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PosterSanti, Andrea Callioli; Ringrose, Philip; Eidsvik, Jo; Haugdahl, Tor Andre. (2022) Assessing CO2 Storage Containment Risks Using an Invasion Percolation Markov Chain Concept. 16th International Conference on Greenhouse Gas Control Technologies, GHGT-16 . IEAGHG; Lyon. 2022-10-23 - 2022-10-27.
2021
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Academic lectureAnyosa, Susan; Eidsvik, Jo; Pizarro, Oscar. (2021) Sampling methods for improved benthic habitat maps based on reducing integrated Bernoulli variance. Global OCEANS 2021 . IEEE Oceanic Engineering Society and Marine Technoly Society; Online. 2021-09-20 - 2021-09-23.
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Academic lectureBeiser, Florian; Holm, Håvard Heitlo; Eidsvik, Jo. (2021) Comparison of Ensemble-Based Data Assimilation Methods for Drift Trajectory Forecasting. NORDSTAT2021 . Norsk statistik forening; Tromsø. 2021-06-21 - 2021-06-24.
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PosterBeiser, Florian; Holm, Håvard Heitlo; Eidsvik, Jo. (2021) Ensemble-based Data Assimilation Methods for Drift Trajectory Forecasting. Geilo Winter School . SINTEF AS; Online. 2021-01-25 - 2021-01-29.
2019
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Academic lectureBrodtkorb, 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. Geilo Winter School in eScience . SINTEF Digital; Geilo. 2019-01-20 - 2019-01-25.
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Academic lectureSkauvold, Jacob; Eidsvik, Jo. (2019) Parametric Covariance Estimation in Ensemble-based Data Assimilation. Petroleum Geostatistics 2019 . EAGE; Firenze. 2019-09-02 - 2019-09-06.
2018
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Academic lectureBerget, 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.
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PosterFjeldstad, 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.
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PosterPaglia, Jacopo; Eidsvik, Jo; Grøver, Arnt; Lothe, Ane Elisabet. (2018) Statistical Modelling for Online Pore Pressure Prediction from Well Logs. 80th EAGE Conference & Exhibiton 2018 . EAGE; Copenhagen. 2018-06-11 - 2018-06-14.
2017
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PosterPaglia, Jacopo; Eidsvik, Jo. (2017) Statistical modeling for online pore-pressure prediction and drilling window. The annual DrillWell conference . DrillWell; Sola, Stavanger. 2017-09-26 - 2017-09-27.
2015
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Academic lectureGineste, Michael; Eidsvik, Jo. (2015) Framework for Seismic Inversion of Full Waveform Data Using Sequential Filtering. Petroleum Geostatistics 2015 . EAGE; Biarritz. 2015-09-07 - 2015-09-11.
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Academic lectureLilleborge, Marie; Eidsvik, Jo; Hauge, Ragnar. (2015) Efficient Optimization of Exploration Drilling Campaigns with Convergent Information Bounds. Petroleum Geostatistics 2015 . EAGE; Biarritz. 2015-09-07 - 2015-09-11.
2014
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Academic lectureLilleborge, 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.
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Academic lectureLilleborge, 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.
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Academic lectureLilleborge, 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
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Academic lectureHauge, 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.
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Academic lectureLilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo. (2013) Measures of Information for Bayesian Networks. Det 17. norske statistikermøtet . Norsk Statistisk Forening avdeling Oslo; Halden. 2013-06-11 - 2013-06-13.
2012
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PosterEllefmo, Steinar Løve; Eidsvik, Jo. (2012) The value of imperfect borehole information in mineral resource evaluation. Geostat 2012 . Norsk Regnesentral; Oslo. 2012-06-11 - 2012-06-15.
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Academic lectureMartinelli, Gabriele; Tviberg, Sara; Eidsvik, Jo; Sinding-Larsen, Richard; Mukerji, Tapan. (2012) Building Bayesian Networks from Basin Modeling scenarios for Decision Making under geologic uncertainty. 9th International Geostatistics Congress, Oslo . Norwegian Computing Centre; Oslo. 2012-06-11 - 2012-06-15.
2011
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Academic lectureEllefmo, Steinar Løve; Eidsvik, Jo. (2011) Fast detection of outliers and anomalies in joint frequency data. IAMG 2011 . International Association of Mathematical Geoscience; Salzburg. 2011-09-05 - 2011-09-09.
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Academic lectureMartinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar. (2011) The value of sequential prospect selection. IAMG . IAMG; Salzburg. 2011-09-05 - 2011-09-09.
2008
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Academic lectureEidsvik, Jo. (2008) Stochastic reservoir characterization. Workshop . Warwick University; Coventry. 2008-06-05 - 2008-06-07.
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Academic lectureGjerde, Tony; Bruun, Bjørn; Nyrnes, Erik; Eidsvik, Jo. (2008) Distributions with heavy tails in directional drilling. Workshop ; Denver. 2008-09-11 - 2008-09-12.
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PosterJensås, 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
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Academic lectureEidsvik, 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.
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Academic lectureEidsvik, Jo; Bhattacharjya, Debarun; Mukerji, Tapan. (2007) The value of seismic amplitude information. EAGE Petroleum Geostatistics . European association of Geophysicists and Engineers; Cascais. 2007-09-11 - 2007-09-14.