2025

• Olaisen, André Julius Hovd; Ge, Yaolin; Eidsvik, Jo. (2025) Using Expected Improvement of Gradients for Robotic Exploration of Ocean Salinity Fronts. Environmetrics
  Vitenskapelig artikkel
• Sinding-Larsen, Richard; Eidsvik, Jo; Ellefmo, Steinar Løve; Pyrcz, Michael J.. (2025) Introduction to the Special Issue: How do Big Data, AI, and ML Challenge Geostatistical and Bayesian Formalisms?. Mathematical Geosciences
  Vitenskapelig artikkel
• Auestad, Karen S.; Mai, The Tien; Spremić, Mina; Eidsvik, Jo. (2025) A Practical and Efficient Approach for Bayesian Seismic AVO Inversion: Insights from the Alvheim Field. Geophysical Prospecting
  Vitenskapelig artikkel
• Ovanger, Oscar; Eidsvik, Jo; Hauge, Ragnar; Skauvold, Jacob. (2025) Categorical spatial data: A Bayesian journey through uncertainty quantification, generative modeling, and image comparison. NTNU Norges teknisk-naturvitenskapelige universitet NTNU Norges teknisk-naturvitenskapelige universitet
  Doktorgradsavhandling
• Santi, Andrea Callioli; Ringrose, Philip; Eidsvik, Jo; Haugdahl, Tor Andre. (2025) Invasion percolation Markov Chains – A probabilistic framework for assessing vertical CO<inf>2</inf> migration. International Journal of Greenhouse Gas Control
  Vitenskapelig artikkel
• Rørstadbotnen, Robin Andre; Eidsvik, Jo; Langhammer, Jan; Landrø, Martin; Ibrahim, Osman Mohammad. (2025) Monitoring bands during the Norwegian national day parade: a case study on urban distributed acoustic sensing. Scientific Reports
  Vitenskapelig artikkel
• Ovanger, Oscar; Lee, Daesoo; Eidsvik, Jo; Hauge, Ragnar; Skauvold, Jacob; Aune, Erlend. (2025) A Statistical Study of Latent Diffusion Models for Geological Facies Modeling. Mathematical Geosciences
  Vitenskapelig artikkel
• Beiser, Florian; Holm, Håvard Heitlo; Lye, Kjetil Olsen; Eidsvik, Jo. (2025) Multi-level data assimilation for ocean forecasting using the shallow-water equations. Journal of Computational Physics
  Vitenskapelig artikkel
• Spremic, Mina; Eidsvik, Jo; Hansen, Thomas Mejer. (2025) Local conditioning in posterior sampling methods with example cases in subsurface inversion. Computers & Geosciences
  Vitenskapelig artikkel
• Lee, Daesoo; Ovanger, Oscar; Eidsvik, Jo; Aune, Erlend; Skauvold, Jacob; Hauge, Ragnar. (2025) Latent diffusion model for conditional reservoir facies generation. Computers & Geosciences
  Vitenskapelig artikkel
• Spremic, Mina; Eidsvik, Jo; Raknes, Espen Birger. (2025) Uncertainty quantification of FWI solutions using sequential local ensemble transform Kalman filter for full waveform data. Geophysical Journal International
  Vitenskapelig artikkel
• Ge, Yaolin; Eidsvik, Jo; Olaisen, André Julius Hovd. (2025) RRT*-enhanced long-horizon path planning for AUV adaptive sampling using a cost valley. Knowledge-Based Systems
  Vitenskapelig artikkel

2024

• Anyosa, Susan Alicia Chumbimune; Eidsvik, Jo; Grana, Dario. (2024) Evaluating geophysical monitoring strategies for a CO<inf>2</inf> storage project. Computers & Geosciences
  Vitenskapelig artikkel
• Koski, Vilja; Eidsvik, Jo. (2024) Sampling design methods for making improved lake management decisions. Environmetrics
  Vitenskapelig artikkel
• Spremic, Mina; Eidsvik, Jo; Avseth, Per Åge. (2024) Bayesian rock-physics inversion using a localized ensemble-based approach — With an application to the Alvheim field. Geophysics
  Vitenskapelig artikkel
• Beiser, Florian; Eidsvik, Jo; Holm, Håvard Heitlo; Sætra, Martin Lilleeng. (2024) Local Drift Forecasting with Simplified Ocean Models and Multi-Level Data Assimilation. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
  Doktorgradsavhandling
• Ovanger, Oscar; Eidsvik, Jo; Skauvold, Jacob; Hauge, Ragnar; Aarnes, Ingrid. (2024) Addressing Configuration Uncertainty in Well Conditioning for a Rule-Based Model. Mathematical Geosciences
  Vitenskapelig artikkel

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
• Azevedo, Leonardo; Eidsvik, Jo. (2023) Fifth EAGE Conference on Petroleum Geostatistics. European Association of Geoscientists and Engineers (EAGE) European Association of Geoscientists and Engineers (EAGE)
  Vitenskapelig antologi/Konferanseserie
• 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
• Rajan, Kanna; Azcarate, Aida Alvera; Eidsvik, Jo; Subramaniam, Ajit. (2023) Symposium on Advances in Ocean Observation.
  Kronikk
• 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
• Beiser, Florian; Holm, Håvard Heitlo; Eidsvik, Jo. (2023) Comparison of ensemble-based data assimilation methods for sparse oceanographic data. Quarterly Journal of the Royal Meteorological Society
  Vitenskapelig artikkel
• Berild, Martin Outzen; Ge, Yaolin; Eidsvik, Jo; Fuglstad, Geir-Arne; Ellingsen, Ingrid Helene. (2023) Efficient 3D real-time adaptive AUV sampling of a river plume front. Frontiers in Marine Science
  Vitenskapelig artikkel
• Lee, Daesoo; Ovanger, Oscar; Eidsvik, Jo; Aune, Erlend; Skauvold, Jacob; Hauge, Ragnar. (2023) Latent Diffusion Model for Conditional Reservoir Facies Generation. arXiv
  Vitenskapelig artikkel

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
  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
• 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

• 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
• 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
• 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
• Paglia, Jacopo; Eidsvik, Jo; Karvanen, Juha. (2021) Efficient spatial designs using Hausdorff distances and Bayesian optimization. Scandinavian Journal of 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. (2021) Batch seismic inversion using the iterative ensemble Kalman smoother. Computational Geosciences
  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
• Espinosa, Jorge Mendoza; 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

2020

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

2019

• 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
• 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; Leeuwen, Peter Jan van; Amezcua, Javier. (2019) A revised implicit equal-weights particle filter. Quarterly Journal of the Royal Meteorological Society
  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 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

2018

• 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
• Skauvold, Jacob; Eidsvik, Jo. (2018) Data assimilation for a geological process model using the ensemble Kalman filter. Basin Research
  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
• 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
• Vezhapparambu, Veena Sajith; Eidsvik, Jo; Ellefmo, Steinar Løve. (2018) Rock Classification Using Multivariate Analysis of Measurement While Drilling Data: Towards a Better Sampling Strategy. Minerals
  Vitenskapelig artikkel
• Skauvold, Jacob; Eidsvik, Jo. (2018) Ensemble-based data assimilation methods applied to geological process modeling. Norges teknisk-naturvitenskapelige universitet Norges teknisk-naturvitenskapelige universitet
  Doktorgradsavhandling

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
• 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
• Skauvold, Jacob; Eidsvik, Jo; Theune, Ulrich. (2016) A parametric model for seismic wavelets-with estimation and uncertainty quantification. Geophysical Journal International
  Vitenskapelig artikkel
• Lilleborge, Marie; Hauge, Ragnar; Eidsvik, Jo; Huseby, Arne. (2016) Efficient Information Gathering in Discrete Bayesian Networks. University of Oslo University of Oslo
  Doktorgradsavhandling

2015

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

2014

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

2013

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

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
  Vitenskapelig artikkel
• Martinelli, Gabriele; Eidsvik, Jo; Hauge, Ragnar; Tjelmeland, Håkon. (2012) Petroleum exploration with Bayesian Networks: From prospect risk assessment to optimal exploration. Norges teknisk-naturvitenskapelige universitet Doktoravhandlinger ved NTNU, 1503-8181 (2012:273)
  Doktorgradsavhandling
• Rezaie, Javad; Eidsvik, Jo. (2012) Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter. Computational Geosciences
  Vitenskapelig artikkel

2011

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

2010

• Bhattacharjya, Debarun; Eidsvik, Jo; Mukerji, Tapan. (2010) The Value of Information in Spatial Decision Making. Mathematical Geosciences
  Vitenskapelig artikkel
• Theune, U; Jensas, IO; Eidsvik, Jo. (2010) Analysis of prior models for a blocky inversion of seismic AVA data. Geophysics
  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; 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
• Eidsvik, Jo; Avseth, P; Omre, Henning; Mukerji, T; Mavko, G. (2004) Stochastic reservoir characterization using prestack seismic data. Geophysics
  Vitenskapelig artikkel