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Jo Eidsvik

Jo Eidsvik

Professor
Institutt for matematiske fag

jo.eidsvik@ntnu.no
73590153 90127472 Sentralbygg 2, 1038, Gløshaugen
Google scholar
Om Publikasjoner Undervisning Formidling

Om

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 am also taking part in the GEOPARD project on data assimilation in geological models, the Havvarsel project working on ocenographic data assimilation and the ML4ITS project working 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. (Runner up publication award by the Decision analysis society at INFORMS, 2017.)

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, Khanh Truong 

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

I work with PostDocs Geet Dutta and The Tien Mai.

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) at NTNU and member of the Industrial Mathematics board (https://www.ntnu.no/studier/mtfyma/industriell_matematikk).

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 and Statoil.
  • 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 2021-22. 

Kompetanseord

  • Computational statistics
  • Spatial statistics
  • Statistikk
  • Value of information

Publikasjoner

  • Kronologisk
  • Etter kategori
  • Se alle publikasjoner i Cristin

2023

  • 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
    Vitenskapelig artikkel
  • Ge, Yaolin; Eidsvik, Jo; Mo-Bjørkelund, Tore. (2023) 3-D Adaptive AUV Sampling for Classification of Water Masses. IEEE Journal of Oceanic Engineering
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig oversiktsartikkel/review

2021

  • Gineste, Michael; Eidsvik, Jo. (2021) Batch seismic inversion using the iterative ensemble Kalman smoother. Computational Geosciences
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Paglia, Jacopo; Eidsvik, Jo; Karvanen, Juha. (2021) Efficient spatial designs using Hausdorff distances and Bayesian optimization. Scandinavian Journal of Statistics
    Vitenskapelig artikkel
  • Lie, Henrik Syversveen; Eidsvik, Jo. (2021) Inference in cylindrical models having latent Markovian classes - with an application to ocean current data. Spatial Statistics
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2020

  • Gineste, Michael; Eidsvik, Jo; Zheng, York. (2020) Ensemble-based seismic inversion for a stratified medium. Geophysics
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2019

  • Dutta, Geetartha; Mukerji, Tapan; Eidsvik, Jo. (2019) Value of information analysis for subsurface energy resources applications. Applied Energy
    Vitenskapelig artikkel
  • Skauvold, Jacob; Eidsvik, Jo. (2019) Parametric spatial covariance models in the ensemble Kalman filter. Spatial Statistics
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2018

  • Skauvold, Jacob; Eidsvik, Jo. (2018) Data assimilation for a geological process model using the ensemble Kalman filter. Basin Research
    Vitenskapelig artikkel
  • Skauvold, Jacob; Eidsvik, Jo. (2018) Ensemble-based Data Assimilation Methods Applied to Geological Process Modeling. NTNU
    Doktorgradsavhandling
  • 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)
    Vitenskapelig artikkel
  • 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)
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2017

  • Eidsvik, Jo; Dutta, Geetartha; Mukerji, Tapan; Bhattacharjya, Debarun. (2017) Simulation-Regression Approximations for Value of Information Analysis of Geophysical Data. Mathematical Geosciences
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Evangelou, Evangelos; Eidsvik, Jo. (2017) The value of information for correlated GLMs. Journal of Statistical Planning and Inference
    Vitenskapelig artikkel

2016

  • Rezaie, Javad; Eidsvik, Jo. (2016) A skewed unscented Kalman filter. International Journal of Control
    Vitenskapelig artikkel
  • Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo; Huseby, Arne. (2016) Effektiv informasjonsinnhenting i Bayesianske Nettverk. Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo. (No. 1796)
    Doktorgradsavhandling
  • Skauvold, Jacob; Eidsvik, Jo; Theune, Ulrich. (2016) A parametric model for seismic wavelets-with estimation and uncertainty quantification. Geophysical Journal International
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2015

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

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
    Vitenskapelig artikkel
  • 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)
    Vitenskapelig artikkel
  • Aune, Erlend; Simpson, Daniel Peter; Eidsvik, Jo. (2014) Parameter estimation in high dimensional Gaussian distributions. Statistics and computing
    Vitenskapelig artikkel
  • Martinelli, Gabriele; Eidsvik, Jo. (2014) Dynamic exploration designs for graphical models using clustering with applications to petroleum exploration. Knowledge-Based Systems
    Vitenskapelig artikkel
  • Rezaie, Javad; Eidsvik, Jo. (2014) Kalman filter variants in the closed skew normal setting. Computational Statistics & Data Analysis
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

2013

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

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)
    Doktorgradsavhandling
  • 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
    Vitenskapelig artikkel
  • Rezaie, Javad; Eidsvik, Jo. (2012) Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter. Computational Geosciences
    Vitenskapelig artikkel

2011

  • Hosseini, Fatemeh; Eidsvik, Jo; Mohammadzadeh, Moshen. (2011) Approximate Bayesian inference in spatial GLMM with skew normal latent variables. Computational Statistics & Data Analysis
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Gjerde, Tony; Eidsvik, Jo; Nyrnes, Erik; Bruun, Bjørn. (2011) Positioning and position error of petroleum wells. Journal of Geodetic Science
    Vitenskapelig artikkel

2010

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

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
    Vitenskapelig artikkel
  • Eidsvik, Jo; Martino, Sara; Rue, Håvard. (2009) Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics
    Vitenskapelig artikkel

2008

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

2006

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

2004

  • Eidsvik, Jo; Avseth, P; Omre, Henning; Mukerji, T; Mavko, G. (2004) Stochastic reservoir characterization using prestack seismic data. Geophysics
    Vitenskapelig artikkel
  • Eidsvik, Jo; Mukerji, T; Switzer, P. (2004) Estimation of geological attributes from a well log: An application of hidden Markov chains. Mathematical Geology
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

Tidsskriftspublikasjoner

  • 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
    Vitenskapelig artikkel
  • Ge, Yaolin; Eidsvik, Jo; Mo-Bjørkelund, Tore. (2023) 3-D Adaptive AUV Sampling for Classification of Water Masses. IEEE Journal of Oceanic Engineering
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig oversiktsartikkel/review
  • Gineste, Michael; Eidsvik, Jo. (2021) Batch seismic inversion using the iterative ensemble Kalman smoother. Computational Geosciences
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Paglia, Jacopo; Eidsvik, Jo; Karvanen, Juha. (2021) Efficient spatial designs using Hausdorff distances and Bayesian optimization. Scandinavian Journal of Statistics
    Vitenskapelig artikkel
  • Lie, Henrik Syversveen; Eidsvik, Jo. (2021) Inference in cylindrical models having latent Markovian classes - with an application to ocean current data. Spatial Statistics
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Gineste, Michael; Eidsvik, Jo; Zheng, York. (2020) Ensemble-based seismic inversion for a stratified medium. Geophysics
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Dutta, Geetartha; Mukerji, Tapan; Eidsvik, Jo. (2019) Value of information analysis for subsurface energy resources applications. Applied Energy
    Vitenskapelig artikkel
  • Skauvold, Jacob; Eidsvik, Jo. (2019) Parametric spatial covariance models in the ensemble Kalman filter. Spatial Statistics
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Skauvold, Jacob; Eidsvik, Jo. (2018) Data assimilation for a geological process model using the ensemble Kalman filter. Basin Research
    Vitenskapelig artikkel
  • 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)
    Vitenskapelig artikkel
  • 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)
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Eidsvik, Jo; Dutta, Geetartha; Mukerji, Tapan; Bhattacharjya, Debarun. (2017) Simulation-Regression Approximations for Value of Information Analysis of Geophysical Data. Mathematical Geosciences
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Evangelou, Evangelos; Eidsvik, Jo. (2017) The value of information for correlated GLMs. Journal of Statistical Planning and Inference
    Vitenskapelig artikkel
  • Rezaie, Javad; Eidsvik, Jo. (2016) A skewed unscented Kalman filter. International Journal of Control
    Vitenskapelig artikkel
  • Skauvold, Jacob; Eidsvik, Jo; Theune, Ulrich. (2016) A parametric model for seismic wavelets-with estimation and uncertainty quantification. Geophysical Journal International
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Lilleborge, Marie; Eidsvik, Jo. (2015) Efficient designs for Bayesian networks with sub-tree bounds. Statistics and computing
    Vitenskapelig artikkel
  • Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo. (2015) Information Gathering in Bayesian Networks Applied to Petroleum Prospecting. Mathematical Geosciences
    Vitenskapelig artikkel
  • Martinelli, Gabriele; Eidsvik, Jo; Hokstad, Ketil; Hauge, Ragnar. (2014) Strategies for Petroleum Exploration on the Basis of Bayesian Networks: A Case Study. SPE Journal
    Vitenskapelig artikkel
  • 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)
    Vitenskapelig artikkel
  • Aune, Erlend; Simpson, Daniel Peter; Eidsvik, Jo. (2014) Parameter estimation in high dimensional Gaussian distributions. Statistics and computing
    Vitenskapelig artikkel
  • Martinelli, Gabriele; Eidsvik, Jo. (2014) Dynamic exploration designs for graphical models using clustering with applications to petroleum exploration. Knowledge-Based Systems
    Vitenskapelig artikkel
  • Rezaie, Javad; Eidsvik, Jo. (2014) Kalman filter variants in the closed skew normal setting. Computational Statistics & Data Analysis
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Eidsvik, Jo; Ellefmo, Steinar Løve. (2013) The Value of Information in Mineral Exploration Within a Multi-Gaussian Framework. Mathematical Geosciences
    Vitenskapelig artikkel
  • Bhattacharjya, Debarun; Eidsvik, Jo; Mukerji, Tapan. (2013) The value of information in portfolio problems with dependent projects. Decision Analysis
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar. (2013) Dynamic decision making for graphical models applied to oil exploration. European Journal of Operational Research
    Vitenskapelig artikkel
  • Aune, Erlend; Eidsvik, Jo; Pokern, Y. (2013) Iterative numerical methods for sampling from high dimensional Gaussian distributions. Statistics and computing
    Vitenskapelig artikkel
  • Aune, Erlend; Eidsvik, Jo; Ursin, Bjørn. (2013) Three-dimensional non-stationary and non-linear isotropic AVA inversion. Geophysical Journal International
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Rezaie, Javad; Eidsvik, Jo. (2012) Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter. Computational Geosciences
    Vitenskapelig artikkel
  • Hosseini, Fatemeh; Eidsvik, Jo; Mohammadzadeh, Moshen. (2011) Approximate Bayesian inference in spatial GLMM with skew normal latent variables. Computational Statistics & Data Analysis
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel
  • Gjerde, Tony; Eidsvik, Jo; Nyrnes, Erik; Bruun, Bjørn. (2011) Positioning and position error of petroleum wells. Journal of Geodetic Science
    Vitenskapelig artikkel
  • Theune, U; Jensas, IO; Eidsvik, Jo. (2010) Analysis of prior models for a blocky inversion of seismic AVA data. Geophysics
    Vitenskapelig artikkel
  • Bhattacharjya, Debarun; Eidsvik, Jo; Mukerji, Tapan. (2010) The Value of Information in Spatial Decision Making. Mathematical Geosciences
    Vitenskapelig artikkel
  • Ellefmo, Steinar Løve; Eidsvik, Jo. (2009) Local and Spatial Joint Frequency Uncertainty and its Application to Rock Mass Characterisation. Rock Mechanics and Rock Engineering
    Vitenskapelig artikkel
  • Eidsvik, Jo; Martino, Sara; Rue, Håvard. (2009) Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models. Scandinavian Journal of Statistics
    Vitenskapelig artikkel
  • Eidsvik, Jo; Bhattacharjya, D; Mukerji, T. (2008) Value of information of seismic amplitude and CSEM resistivity. Geophysics
    Vitenskapelig artikkel
  • Eidsvik, Jo; Tjelmeland, Håkon. (2006) On directional Metropolis-Hastings algorithms. Statistics and computing
    Vitenskapelig artikkel
  • Eidsvik, Jo; Hokstad, Ketil. (2006) Positioning drill-bit and look-ahead events using seismic traveltime data. Geophysics
    Vitenskapelig artikkel
  • Eidsvik, Jo; Avseth, P; Omre, Henning; Mukerji, T; Mavko, G. (2004) Stochastic reservoir characterization using prestack seismic data. Geophysics
    Vitenskapelig artikkel
  • Eidsvik, Jo; Mukerji, T; Switzer, P. (2004) Estimation of geological attributes from a well log: An application of hidden Markov chains. Mathematical Geology
    Vitenskapelig artikkel
  • 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
    Vitenskapelig artikkel

Bøker

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

Rapport

  • Skauvold, Jacob; Eidsvik, Jo. (2018) Ensemble-based Data Assimilation Methods Applied to Geological Process Modeling. NTNU
    Doktorgradsavhandling
  • Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo; Huseby, Arne. (2016) Effektiv informasjonsinnhenting i Bayesianske Nettverk. Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo. (No. 1796)
    Doktorgradsavhandling
  • 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)
    Doktorgradsavhandling

Undervisning

Emner

  • TMA4240 - Statistikk

Formidling

2023

  • 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
  • Vitenskapelig foredrag
    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

2022

  • Faglig foredrag
    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
  • Vitenskapelig foredrag
    Eidsvik, Jo. (2022) Adaptive spatio-temporal sampling with autonomous underwater vehicles. Azores Symposium on Ocean Observations , Angra, Azorene 2022-07-04 - 2022-07-08
  • Faglig foredrag
    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
  • Faglig foredrag
    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
  • Vitenskapelig foredrag
    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
  • Faglig foredrag
    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

  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    Skauvold, Jacob; Eidsvik, Jo. (2019) Parametric Covariance Estimation in Ensemble-based Data Assimilation. EAGE Petroleum Geostatistics 2019 , Firenze 2019-09-02 - 2019-09-06
  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar. (2011) The value of sequential prospect selection. IAMG IAMG , Salzburg 2011-09-05 - 2011-09-09
  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    Gjerde, Tony; Bruun, Bjørn; Nyrnes, Erik; Eidsvik, Jo. (2008) Distributions with heavy tails in directional drilling. Workshop , Denver 2008-09-11 - 2008-09-12
  • Vitenskapelig foredrag
    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

  • Vitenskapelig foredrag
    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
  • Vitenskapelig foredrag
    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
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