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): Mina Spremic, Yaolin Ge, Florian Beiser, André Olaisen, Oscar Ovanger, Khanh Truong,
Former PhD students: Erlend Aune, Gabriele Martinelli, Javad Rezaie, Marie Lilleborge, Jacob Skauvold, Jacopo Paglia, Michael Gineste, Susan Anyosa.
I work with PostDocs The Tien Mai and Geet Dutta.
I have supervised 50 MSc students.
Study programs and education
I am active in the study program for Physics and Mathematics (https://www.ntnu.no/studier/mtfyma) and the Industrial Mathematics (https://www.ntnu.no/studier/mtfyma/industriell_matematikk) programs at NTNU.
Project and master thesis topics.
Background
- MSc in applied mathematics at the University of Oslo (1997) and PhD at NTNU (2003).
- Industry experience from the Norwegian Defense Research Establishment (1998-99) and Statoil (2003-06).
- Visitor Stanford University, California in 2001-02, Duke University and the Statistical and Applied Mathematical Sciences Institute, North Carolina in 2009-10, Stanford University in 2014-15 and Duke University 2022.
Research
My research interests are spatio-temporal statistics and computational statistics. The field of spatial and spatio-temporal statistics is interesting from both applied and theoretical settings. The applications I am involved in are mainly connected to the Earth sciences. Of methodological work, we are developing computationally scalable approaches and study their statistical properties. Along with methods for parameter estimation, prediction and data assimilation in this context, I work on value of information analysis for spatio-temporal applications. Here is our book on 'Value of Information in the Earth Sciences' (http://www.cambridge.org/9781107040267), published by Cambridge University Press.
Research projects:
- Center for Geophysical Forecasting (SFI -CGF) (https://www.ntnu.edu/cgf)
- Geophysics and Applied Mathematics in Exploration and Safe production (https://wiki.math.ntnu.no/games/start)
- Maritime Autonomous Sampling and Control (https://wiki.math.ntnu.no/mascot)
I also take part in the GEOPARD project on data assimilation in geological models, the Havvarsel project on ocenographic data assimilation and the ML4ITS project on machine learning for irregular time series data.
Publications
2023
-
Rajan, Kanna;
Alvera Azcarate, Aida;
Eidsvik, Jo;
Subramaniam, Ajit.
(2023)
Symposium on Advances in Ocean Observation.
Limnology and Oceanography Bulletin
Feature article
-
Rørstadbotnen, Robin Andre;
Eidsvik, Jo;
Bouffaut, Léa;
Landrø, Martin;
Potter, John Robert;
Taweesintananon, Kittinat.
(2023)
Simultaneous tracking of multiple whales using two fiber-optic cables in the Arctic.
Frontiers in Marine Science
Academic article
-
Ge, Yaolin;
Eidsvik, Jo;
Mo-Bjørkelund, Tore.
(2023)
3-D Adaptive AUV Sampling for Classification of Water Masses.
IEEE Journal of Oceanic Engineering
Academic article
-
Spremic, Mina;
Eidsvik, Jo;
Avseth, Per Åge.
(2023)
Bayesian rock physics inversion using a localized ensemble-based approach - with an application to the Alvheim field.
Geophysics
Academic article
-
Berget, Gunhild Elisabeth;
Eidsvik, Jo;
Alver, Morten Omholt;
Johansen, Tor Arne.
(2023)
Dynamic stochasticmodeling for adaptive sampling of environmental
variables using an AUV.
Autonomous Robots
Academic article
2022
-
Ge, Yaolin;
Olaisen, André Julius Hovd;
Eidsvik, Jo;
Jain, Ravinder Praveen Kumar;
Johansen, Tor Arne.
(2022)
Long-Horizon Informative Path Planning with Obstacles and Time Constraints.
IFAC-PapersOnLine
Academic article
-
Anyosa, Susan;
Eidsvik, Jo;
Pizarro, Oscar.
(2022)
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping.
Computational Statistics & Data Analysis
Academic article
-
Lee, Daesoo;
Aune, Erlend;
Langet, Nadege;
Eidsvik, Jo.
(2022)
Ensemble and Self-supervised Learning for Improved Classification of Seismic Signals from the Åknes Rockslope.
Mathematical Geosciences
Academic literature review
2021
-
Gineste, Michael;
Eidsvik, Jo.
(2021)
Batch seismic inversion using the iterative ensemble Kalman smoother.
Computational Geosciences
Academic article
-
Foss, Karine Hagesæther;
Berget, Gunhild Elisabeth;
Eidsvik, Jo.
(2021)
Using an autonomous underwater vehicle with onboard stochastic advection-diffusion models to map excursion sets of environmental variables.
Environmetrics
Academic article
-
Mendoza Espinosa, Jorge;
Paglia, Jacopo;
Eidsvik, Jo;
Kohler, Jochen.
(2021)
Value of information of in-situ inspections of mooring lines.
Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
Academic article
-
Ringrose, Philip;
Landrø, Martin;
Potter, John;
Eidsvik, Jo;
Wienecke, Susann;
Bouffaut, Léa.
(2021)
Next generation geophysical sensing: exploring a new wave of geophysical technologies for the energy transition.
First Break
Academic article
-
Fossum, Trygve Olav;
Travelletti, Cedric;
Eidsvik, Jo;
Ginsbourger, David;
Rajan, Kanna.
(2021)
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling.
Annals of Applied Statistics
Academic article
-
Paglia, Jacopo;
Eidsvik, Jo;
Karvanen, Juha.
(2021)
Efficient spatial designs using Hausdorff distances and Bayesian optimization.
Scandinavian Journal of Statistics
Academic article
-
Lie, Henrik Syversveen;
Eidsvik, Jo.
(2021)
Inference in cylindrical models having latent Markovian classes - with an application to ocean current data.
Spatial Statistics
Academic article
-
Anyosa, Susan;
Bunting, Scott William Christopher;
Eidsvik, Jo;
Romdhane, Mohamed Anouar;
Bergmo, Per Eirik Strand.
(2021)
Assessing the value of seismic monitoring of CO2 storage using simulations and statistical analysis.
International Journal of Greenhouse Gas Control
Academic article
2020
-
Gineste, Michael;
Eidsvik, Jo;
Zheng, York.
(2020)
Ensemble-based seismic inversion for a stratified medium.
Geophysics
Academic article
-
Paglia, Jacopo;
Eidsvik, Jo;
Cerasi, Pierre.
(2020)
Workflow for Sensitivity Analysis and Decision Making on the Lower Limit of the Mud-Weight Window in an Overpressured Formation.
SPE Journal
Academic article
-
Myklebust, Hans Olav Vogt;
Eidsvik, Jo;
Sperstad, Iver Bakken;
Bhattacharjya, Debarun.
(2020)
Value of information analysis for complex simulator models: Application to wind farm maintenance.
Decision Analysis
Academic article
2019
-
Dutta, Geetartha;
Mukerji, Tapan;
Eidsvik, Jo.
(2019)
Value of information analysis for subsurface energy resources applications.
Applied Energy
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo.
(2019)
Parametric spatial covariance models in the ensemble Kalman filter.
Spatial Statistics
Academic article
-
Fossum, Trygve Olav;
Ryan, John;
Mukerji, Tapan;
Eidsvik, Jo;
Maughan, Thom;
Ludvigsen, Martin.
(2019)
Compact models for adaptive sampling in marine robotics.
The international journal of robotics research
Academic article
-
Fossum, Trygve Olav;
Fragoso, Glaucia Moreira;
Davies, Emlyn John;
Ullgren, Jenny;
Mendes, Renato;
Johnsen, Geir.
(2019)
Toward adaptive robotic sampling of phytoplankton in the coastal ocean.
Science robotics
Academic article
-
Dutta, Geetartha;
Mukerji, Tapan;
Eidsvik, Jo.
(2019)
Value of information of time-lapse seismic data by simulation-regression: comparison with double-loop Monte Carlo.
Computational Geosciences
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo;
van Leeuwen, Peter Jan;
Amezcua, Javier.
(2019)
A revised implicit equal-weights particle filter.
Quarterly Journal of the Royal Meteorological Society
Academic article
2018
-
Skauvold, Jacob;
Eidsvik, Jo.
(2018)
Data assimilation for a geological process model using the ensemble Kalman filter.
Basin Research
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo.
(2018)
Ensemble-based Data Assimilation Methods Applied to Geological Process Modeling.
NTNU
Doctoral dissertation
-
Eidsvik, Jo;
Martinelli, Gabriele;
Bhattacharjya, Debarun.
(2018)
Sequential information gathering schemes for spatial risk and decision analysis applications.
Stochastic environmental research and risk assessment (Print)
Academic article
-
Fossum, Trygve Olav;
Eidsvik, Jo;
Ellingsen, Ingrid H.;
Alver, Morten;
Fragoso, Glaucia Moreira;
Johnsen, Geir.
(2018)
Information-driven robotic sampling in the coastal ocean.
Journal of Field Robotics (JFR)
Academic article
-
Paglia, Jacopo;
Eidsvik, Jo;
Grøver, Arnt;
Lothe, Ane Elisabet.
(2018)
Statistical modeling for real-time pore pressure prediction from predrill analysis and well logs.
Geophysics
Academic article
-
Sajith Vezhapparambu, Veena;
Eidsvik, Jo;
Ellefmo, Steinar Løve.
(2018)
Rock Classification Using Multivariate Analysis of Measurement While Drilling Data: Towards a Better Sampling Strategy.
Minerals
Academic article
2017
-
Eidsvik, Jo;
Dutta, Geetartha;
Mukerji, Tapan;
Bhattacharjya, Debarun.
(2017)
Simulation-Regression Approximations for Value of Information Analysis of Geophysical Data.
Mathematical Geosciences
Academic article
-
Ødegård, Heidi Liljeblad;
Eidsvik, Jo;
Fleten, Stein-Erik.
(2017)
Value of information analysis of snow measurements for the scheduling of hydropower production.
Energy Systems, Springer Verlag
Academic article
-
Evangelou, Evangelos;
Eidsvik, Jo.
(2017)
The value of information for correlated GLMs.
Journal of Statistical Planning and Inference
Academic article
2016
-
Rezaie, Javad;
Eidsvik, Jo.
(2016)
A skewed unscented Kalman filter.
International Journal of Control
Academic article
-
Lilleborge, Marie;
Hauge, Ragnar;
Eidsvik, Jo;
Huseby, Arne.
(2016)
Efficient Information Gathering in Discrete Bayesian Networks.
Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo. (No. 1796)
Doctoral dissertation
-
Skauvold, Jacob;
Eidsvik, Jo;
Theune, Ulrich.
(2016)
A parametric model for seismic wavelets-with estimation and uncertainty quantification.
Geophysical Journal International
Academic article
-
Parker, Ryan J;
Reich, Brian J.;
Eidsvik, Jo.
(2016)
A Fused Lasso Approach to Nonstationary Spatial Covariance Estimation.
Journal of Agricultural Biological and Environmental Statistics
Academic article
2015
-
Lilleborge, Marie;
Eidsvik, Jo.
(2015)
Efficient designs for Bayesian networks with sub-tree bounds.
Statistics and computing
Academic article
-
Eidsvik, Jo;
Mukerji, Tapan;
Bhattacharjya, Debarun.
(2015)
Value of Information in the Earth Sciences.
Cambridge University Press
Cambridge University Press
Academic monograph
-
Lilleborge, Marie;
Hauge, Ragnar;
Eidsvik, Jo.
(2015)
Information Gathering in Bayesian Networks Applied to Petroleum Prospecting.
Mathematical Geosciences
Academic article
2014
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hokstad, Ketil;
Hauge, Ragnar.
(2014)
Strategies for Petroleum Exploration on the Basis of Bayesian Networks: A Case Study.
SPE Journal
Academic article
-
Eidsvik, Jo;
Shaby, BA;
Reich, Brian J.;
Wheeler, M;
Niemi, J.
(2014)
Estimation and prediction in spatial models with block composite likelihoods.
Journal of Computational And Graphical Statistics (JCGS)
Academic article
-
Aune, Erlend;
Simpson, Daniel Peter;
Eidsvik, Jo.
(2014)
Parameter estimation in high dimensional Gaussian distributions.
Statistics and computing
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo.
(2014)
Dynamic exploration designs for graphical models using clustering with applications to petroleum exploration.
Knowledge-Based Systems
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2014)
Kalman filter variants in the closed skew normal setting.
Computational Statistics & Data Analysis
Academic article
-
Rezaie, Javad;
Eidsvik, Jo;
Mukerji, Tapan.
(2014)
Value of information analysis and Bayesian inversion for closed skew-normal distributions: Applications to seismic amplitude variation with offset data
.
Geophysics
Academic article
2013
-
Eidsvik, Jo;
Ellefmo, Steinar Løve.
(2013)
The Value of Information in Mineral Exploration Within a Multi-Gaussian Framework.
Mathematical Geosciences
Academic article
-
Bhattacharjya, Debarun;
Eidsvik, Jo;
Mukerji, Tapan.
(2013)
The value of information in portfolio problems with dependent projects.
Decision Analysis
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Sinding-Larsen, Richard;
Tviberg, Sara;
Mukerji, Tapan.
(2013)
Building Bayesian networks from basin modeling scenarios for improved geological decision making.
Petroleum Geoscience
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hauge, Ragnar.
(2013)
Dynamic decision making for graphical models applied to oil exploration.
European Journal of Operational Research
Academic article
-
Aune, Erlend;
Eidsvik, Jo;
Pokern, Y.
(2013)
Iterative numerical methods for sampling from high dimensional Gaussian distributions.
Statistics and computing
Academic article
-
Aune, Erlend;
Eidsvik, Jo;
Ursin, Bjørn.
(2013)
Three-dimensional non-stationary and non-linear isotropic AVA inversion.
Geophysical Journal International
Academic article
2012
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hauge, Ragnar;
Tjelmeland, Håkon.
(2012)
Petroleum exploration with Bayesian Networks - From prospect risk assessment to optimal exploration.
Doktoravhandlinger ved NTNU (2012:273)
Doctoral dissertation
-
Eidsvik, Jo;
Finley, Andrew O;
Banerjee, S;
Rue, Håvard.
(2012)
Approximate Bayesian inference for large spatial datasets using predictive process models.
Computational Statistics & Data Analysis
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2012)
Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter.
Computational Geosciences
Academic article
2011
-
Hosseini, Fatemeh;
Eidsvik, Jo;
Mohammadzadeh, Moshen.
(2011)
Approximate Bayesian inference in spatial GLMM with skew normal latent variables.
Computational Statistics & Data Analysis
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hauge, Ragnar;
Førland, Maren Drange.
(2011)
Bayesian networks for prospect analysis in the North Sea.
American Association of Petroleum Geologists Bulletin
Academic article
-
Reich, Brian J.;
Eidsvik, Jo;
Guindani, Michele;
Nail, Amy;
Schmidt, Alexandra M.
(2011)
A class of covariate-dependent spatiotemporal covariance functions for the analysis of daily ozone concentration.
Annals of Applied Statistics
Academic article
-
Gjerde, Tony;
Eidsvik, Jo;
Nyrnes, Erik;
Bruun, Bjørn.
(2011)
Positioning and position error of petroleum wells.
Journal of Geodetic Science
Academic article
2010
-
Theune, U;
Jensas, IO;
Eidsvik, Jo.
(2010)
Analysis of prior models for a blocky inversion of seismic AVA data.
Geophysics
Academic article
-
Bhattacharjya, Debarun;
Eidsvik, Jo;
Mukerji, Tapan.
(2010)
The Value of Information in Spatial Decision Making.
Mathematical Geosciences
Academic article
2009
-
Ellefmo, Steinar Løve;
Eidsvik, Jo.
(2009)
Local and Spatial Joint Frequency Uncertainty and its Application to Rock Mass Characterisation.
Rock Mechanics and Rock Engineering
Academic article
-
Eidsvik, Jo;
Martino, Sara;
Rue, Håvard.
(2009)
Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models.
Scandinavian Journal of Statistics
Academic article
2008
-
Eidsvik, Jo;
Bhattacharjya, D;
Mukerji, T.
(2008)
Value of information of seismic amplitude and CSEM resistivity.
Geophysics
Academic article
2006
-
Eidsvik, Jo;
Tjelmeland, Håkon.
(2006)
On directional Metropolis-Hastings algorithms.
Statistics and computing
Academic article
-
Eidsvik, Jo;
Hokstad, Ketil.
(2006)
Positioning drill-bit and look-ahead events using seismic traveltime data.
Geophysics
Academic article
2004
-
Eidsvik, Jo;
Avseth, P;
Omre, Henning;
Mukerji, T;
Mavko, G.
(2004)
Stochastic reservoir characterization using prestack seismic data.
Geophysics
Academic article
-
Eidsvik, Jo;
Mukerji, T;
Switzer, P.
(2004)
Estimation of geological attributes from a well log: An application of hidden Markov chains.
Mathematical Geology
Academic article
-
Tjelmeland, Håkon;
Eidsvik, Jo.
(2004)
On the use of local optimizations within Metropolis-Hastings updates.
Journal of The Royal Statistical Society Series B-statistical Methodology
Academic article
Journal publications
-
Rajan, Kanna;
Alvera Azcarate, Aida;
Eidsvik, Jo;
Subramaniam, Ajit.
(2023)
Symposium on Advances in Ocean Observation.
Limnology and Oceanography Bulletin
Feature article
-
Rørstadbotnen, Robin Andre;
Eidsvik, Jo;
Bouffaut, Léa;
Landrø, Martin;
Potter, John Robert;
Taweesintananon, Kittinat.
(2023)
Simultaneous tracking of multiple whales using two fiber-optic cables in the Arctic.
Frontiers in Marine Science
Academic article
-
Ge, Yaolin;
Eidsvik, Jo;
Mo-Bjørkelund, Tore.
(2023)
3-D Adaptive AUV Sampling for Classification of Water Masses.
IEEE Journal of Oceanic Engineering
Academic article
-
Spremic, Mina;
Eidsvik, Jo;
Avseth, Per Åge.
(2023)
Bayesian rock physics inversion using a localized ensemble-based approach - with an application to the Alvheim field.
Geophysics
Academic article
-
Berget, Gunhild Elisabeth;
Eidsvik, Jo;
Alver, Morten Omholt;
Johansen, Tor Arne.
(2023)
Dynamic stochasticmodeling for adaptive sampling of environmental
variables using an AUV.
Autonomous Robots
Academic article
-
Ge, Yaolin;
Olaisen, André Julius Hovd;
Eidsvik, Jo;
Jain, Ravinder Praveen Kumar;
Johansen, Tor Arne.
(2022)
Long-Horizon Informative Path Planning with Obstacles and Time Constraints.
IFAC-PapersOnLine
Academic article
-
Anyosa, Susan;
Eidsvik, Jo;
Pizarro, Oscar.
(2022)
Adaptive spatial designs minimizing the integrated Bernoulli variance in spatial logistic regression models - with an application to benthic habitat mapping.
Computational Statistics & Data Analysis
Academic article
-
Lee, Daesoo;
Aune, Erlend;
Langet, Nadege;
Eidsvik, Jo.
(2022)
Ensemble and Self-supervised Learning for Improved Classification of Seismic Signals from the Åknes Rockslope.
Mathematical Geosciences
Academic literature review
-
Gineste, Michael;
Eidsvik, Jo.
(2021)
Batch seismic inversion using the iterative ensemble Kalman smoother.
Computational Geosciences
Academic article
-
Foss, Karine Hagesæther;
Berget, Gunhild Elisabeth;
Eidsvik, Jo.
(2021)
Using an autonomous underwater vehicle with onboard stochastic advection-diffusion models to map excursion sets of environmental variables.
Environmetrics
Academic article
-
Mendoza Espinosa, Jorge;
Paglia, Jacopo;
Eidsvik, Jo;
Kohler, Jochen.
(2021)
Value of information of in-situ inspections of mooring lines.
Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability
Academic article
-
Ringrose, Philip;
Landrø, Martin;
Potter, John;
Eidsvik, Jo;
Wienecke, Susann;
Bouffaut, Léa.
(2021)
Next generation geophysical sensing: exploring a new wave of geophysical technologies for the energy transition.
First Break
Academic article
-
Fossum, Trygve Olav;
Travelletti, Cedric;
Eidsvik, Jo;
Ginsbourger, David;
Rajan, Kanna.
(2021)
Learning excursion sets of vector-valued Gaussian random fields for autonomous ocean sampling.
Annals of Applied Statistics
Academic article
-
Paglia, Jacopo;
Eidsvik, Jo;
Karvanen, Juha.
(2021)
Efficient spatial designs using Hausdorff distances and Bayesian optimization.
Scandinavian Journal of Statistics
Academic article
-
Lie, Henrik Syversveen;
Eidsvik, Jo.
(2021)
Inference in cylindrical models having latent Markovian classes - with an application to ocean current data.
Spatial Statistics
Academic article
-
Anyosa, Susan;
Bunting, Scott William Christopher;
Eidsvik, Jo;
Romdhane, Mohamed Anouar;
Bergmo, Per Eirik Strand.
(2021)
Assessing the value of seismic monitoring of CO2 storage using simulations and statistical analysis.
International Journal of Greenhouse Gas Control
Academic article
-
Gineste, Michael;
Eidsvik, Jo;
Zheng, York.
(2020)
Ensemble-based seismic inversion for a stratified medium.
Geophysics
Academic article
-
Paglia, Jacopo;
Eidsvik, Jo;
Cerasi, Pierre.
(2020)
Workflow for Sensitivity Analysis and Decision Making on the Lower Limit of the Mud-Weight Window in an Overpressured Formation.
SPE Journal
Academic article
-
Myklebust, Hans Olav Vogt;
Eidsvik, Jo;
Sperstad, Iver Bakken;
Bhattacharjya, Debarun.
(2020)
Value of information analysis for complex simulator models: Application to wind farm maintenance.
Decision Analysis
Academic article
-
Dutta, Geetartha;
Mukerji, Tapan;
Eidsvik, Jo.
(2019)
Value of information analysis for subsurface energy resources applications.
Applied Energy
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo.
(2019)
Parametric spatial covariance models in the ensemble Kalman filter.
Spatial Statistics
Academic article
-
Fossum, Trygve Olav;
Ryan, John;
Mukerji, Tapan;
Eidsvik, Jo;
Maughan, Thom;
Ludvigsen, Martin.
(2019)
Compact models for adaptive sampling in marine robotics.
The international journal of robotics research
Academic article
-
Fossum, Trygve Olav;
Fragoso, Glaucia Moreira;
Davies, Emlyn John;
Ullgren, Jenny;
Mendes, Renato;
Johnsen, Geir.
(2019)
Toward adaptive robotic sampling of phytoplankton in the coastal ocean.
Science robotics
Academic article
-
Dutta, Geetartha;
Mukerji, Tapan;
Eidsvik, Jo.
(2019)
Value of information of time-lapse seismic data by simulation-regression: comparison with double-loop Monte Carlo.
Computational Geosciences
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo;
van Leeuwen, Peter Jan;
Amezcua, Javier.
(2019)
A revised implicit equal-weights particle filter.
Quarterly Journal of the Royal Meteorological Society
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo.
(2018)
Data assimilation for a geological process model using the ensemble Kalman filter.
Basin Research
Academic article
-
Eidsvik, Jo;
Martinelli, Gabriele;
Bhattacharjya, Debarun.
(2018)
Sequential information gathering schemes for spatial risk and decision analysis applications.
Stochastic environmental research and risk assessment (Print)
Academic article
-
Fossum, Trygve Olav;
Eidsvik, Jo;
Ellingsen, Ingrid H.;
Alver, Morten;
Fragoso, Glaucia Moreira;
Johnsen, Geir.
(2018)
Information-driven robotic sampling in the coastal ocean.
Journal of Field Robotics (JFR)
Academic article
-
Paglia, Jacopo;
Eidsvik, Jo;
Grøver, Arnt;
Lothe, Ane Elisabet.
(2018)
Statistical modeling for real-time pore pressure prediction from predrill analysis and well logs.
Geophysics
Academic article
-
Sajith Vezhapparambu, Veena;
Eidsvik, Jo;
Ellefmo, Steinar Løve.
(2018)
Rock Classification Using Multivariate Analysis of Measurement While Drilling Data: Towards a Better Sampling Strategy.
Minerals
Academic article
-
Eidsvik, Jo;
Dutta, Geetartha;
Mukerji, Tapan;
Bhattacharjya, Debarun.
(2017)
Simulation-Regression Approximations for Value of Information Analysis of Geophysical Data.
Mathematical Geosciences
Academic article
-
Ødegård, Heidi Liljeblad;
Eidsvik, Jo;
Fleten, Stein-Erik.
(2017)
Value of information analysis of snow measurements for the scheduling of hydropower production.
Energy Systems, Springer Verlag
Academic article
-
Evangelou, Evangelos;
Eidsvik, Jo.
(2017)
The value of information for correlated GLMs.
Journal of Statistical Planning and Inference
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2016)
A skewed unscented Kalman filter.
International Journal of Control
Academic article
-
Skauvold, Jacob;
Eidsvik, Jo;
Theune, Ulrich.
(2016)
A parametric model for seismic wavelets-with estimation and uncertainty quantification.
Geophysical Journal International
Academic article
-
Parker, Ryan J;
Reich, Brian J.;
Eidsvik, Jo.
(2016)
A Fused Lasso Approach to Nonstationary Spatial Covariance Estimation.
Journal of Agricultural Biological and Environmental Statistics
Academic article
-
Lilleborge, Marie;
Eidsvik, Jo.
(2015)
Efficient designs for Bayesian networks with sub-tree bounds.
Statistics and computing
Academic article
-
Lilleborge, Marie;
Hauge, Ragnar;
Eidsvik, Jo.
(2015)
Information Gathering in Bayesian Networks Applied to Petroleum Prospecting.
Mathematical Geosciences
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hokstad, Ketil;
Hauge, Ragnar.
(2014)
Strategies for Petroleum Exploration on the Basis of Bayesian Networks: A Case Study.
SPE Journal
Academic article
-
Eidsvik, Jo;
Shaby, BA;
Reich, Brian J.;
Wheeler, M;
Niemi, J.
(2014)
Estimation and prediction in spatial models with block composite likelihoods.
Journal of Computational And Graphical Statistics (JCGS)
Academic article
-
Aune, Erlend;
Simpson, Daniel Peter;
Eidsvik, Jo.
(2014)
Parameter estimation in high dimensional Gaussian distributions.
Statistics and computing
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo.
(2014)
Dynamic exploration designs for graphical models using clustering with applications to petroleum exploration.
Knowledge-Based Systems
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2014)
Kalman filter variants in the closed skew normal setting.
Computational Statistics & Data Analysis
Academic article
-
Rezaie, Javad;
Eidsvik, Jo;
Mukerji, Tapan.
(2014)
Value of information analysis and Bayesian inversion for closed skew-normal distributions: Applications to seismic amplitude variation with offset data
.
Geophysics
Academic article
-
Eidsvik, Jo;
Ellefmo, Steinar Løve.
(2013)
The Value of Information in Mineral Exploration Within a Multi-Gaussian Framework.
Mathematical Geosciences
Academic article
-
Bhattacharjya, Debarun;
Eidsvik, Jo;
Mukerji, Tapan.
(2013)
The value of information in portfolio problems with dependent projects.
Decision Analysis
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Sinding-Larsen, Richard;
Tviberg, Sara;
Mukerji, Tapan.
(2013)
Building Bayesian networks from basin modeling scenarios for improved geological decision making.
Petroleum Geoscience
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hauge, Ragnar.
(2013)
Dynamic decision making for graphical models applied to oil exploration.
European Journal of Operational Research
Academic article
-
Aune, Erlend;
Eidsvik, Jo;
Pokern, Y.
(2013)
Iterative numerical methods for sampling from high dimensional Gaussian distributions.
Statistics and computing
Academic article
-
Aune, Erlend;
Eidsvik, Jo;
Ursin, Bjørn.
(2013)
Three-dimensional non-stationary and non-linear isotropic AVA inversion.
Geophysical Journal International
Academic article
-
Eidsvik, Jo;
Finley, Andrew O;
Banerjee, S;
Rue, Håvard.
(2012)
Approximate Bayesian inference for large spatial datasets using predictive process models.
Computational Statistics & Data Analysis
Academic article
-
Rezaie, Javad;
Eidsvik, Jo.
(2012)
Shrinked (1-alpha) ensemble Kalman filter and alpha Gaussian mixture filter.
Computational Geosciences
Academic article
-
Hosseini, Fatemeh;
Eidsvik, Jo;
Mohammadzadeh, Moshen.
(2011)
Approximate Bayesian inference in spatial GLMM with skew normal latent variables.
Computational Statistics & Data Analysis
Academic article
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hauge, Ragnar;
Førland, Maren Drange.
(2011)
Bayesian networks for prospect analysis in the North Sea.
American Association of Petroleum Geologists Bulletin
Academic article
-
Reich, Brian J.;
Eidsvik, Jo;
Guindani, Michele;
Nail, Amy;
Schmidt, Alexandra M.
(2011)
A class of covariate-dependent spatiotemporal covariance functions for the analysis of daily ozone concentration.
Annals of Applied Statistics
Academic article
-
Gjerde, Tony;
Eidsvik, Jo;
Nyrnes, Erik;
Bruun, Bjørn.
(2011)
Positioning and position error of petroleum wells.
Journal of Geodetic Science
Academic article
-
Theune, U;
Jensas, IO;
Eidsvik, Jo.
(2010)
Analysis of prior models for a blocky inversion of seismic AVA data.
Geophysics
Academic article
-
Bhattacharjya, Debarun;
Eidsvik, Jo;
Mukerji, Tapan.
(2010)
The Value of Information in Spatial Decision Making.
Mathematical Geosciences
Academic article
-
Ellefmo, Steinar Løve;
Eidsvik, Jo.
(2009)
Local and Spatial Joint Frequency Uncertainty and its Application to Rock Mass Characterisation.
Rock Mechanics and Rock Engineering
Academic article
-
Eidsvik, Jo;
Martino, Sara;
Rue, Håvard.
(2009)
Approximate Bayesian Inference in Spatial Generalized Linear Mixed Models.
Scandinavian Journal of Statistics
Academic article
-
Eidsvik, Jo;
Bhattacharjya, D;
Mukerji, T.
(2008)
Value of information of seismic amplitude and CSEM resistivity.
Geophysics
Academic article
-
Eidsvik, Jo;
Tjelmeland, Håkon.
(2006)
On directional Metropolis-Hastings algorithms.
Statistics and computing
Academic article
-
Eidsvik, Jo;
Hokstad, Ketil.
(2006)
Positioning drill-bit and look-ahead events using seismic traveltime data.
Geophysics
Academic article
-
Eidsvik, Jo;
Avseth, P;
Omre, Henning;
Mukerji, T;
Mavko, G.
(2004)
Stochastic reservoir characterization using prestack seismic data.
Geophysics
Academic article
-
Eidsvik, Jo;
Mukerji, T;
Switzer, P.
(2004)
Estimation of geological attributes from a well log: An application of hidden Markov chains.
Mathematical Geology
Academic article
-
Tjelmeland, Håkon;
Eidsvik, Jo.
(2004)
On the use of local optimizations within Metropolis-Hastings updates.
Journal of The Royal Statistical Society Series B-statistical Methodology
Academic article
Books
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Eidsvik, Jo;
Mukerji, Tapan;
Bhattacharjya, Debarun.
(2015)
Value of Information in the Earth Sciences.
Cambridge University Press
Cambridge University Press
Academic monograph
Report
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Skauvold, Jacob;
Eidsvik, Jo.
(2018)
Ensemble-based Data Assimilation Methods Applied to Geological Process Modeling.
NTNU
Doctoral dissertation
-
Lilleborge, Marie;
Hauge, Ragnar;
Eidsvik, Jo;
Huseby, Arne.
(2016)
Efficient Information Gathering in Discrete Bayesian Networks.
Series of dissertations submitted to the Faculty of Mathematics and Natural Sciences, University of Oslo. (No. 1796)
Doctoral dissertation
-
Martinelli, Gabriele;
Eidsvik, Jo;
Hauge, Ragnar;
Tjelmeland, Håkon.
(2012)
Petroleum exploration with Bayesian Networks - From prospect risk assessment to optimal exploration.
Doktoravhandlinger ved NTNU (2012:273)
Doctoral dissertation
Teaching
Courses
Media
2023
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Academic lectureOvanger, 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
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PosterMai, The Tien; Spremic, Mina; Eidsvik, Jo. (2023) A pseudo-Bayesian approach for non-linear seismic inversion. IAMG 22st Annual Conference of the International Association for Mathematical Geosciences , Trondheim, Norway 2023-08-05 - 2023-08-12
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Academic lectureBeiser, Florian; Lye, Kjetil Olsen; Holm, Håvard Heitlo; Eidsvik, Jo. (2023) Rank Histogram Estimators for Multi-Level Data Assimilation. ISDA ISDA 2023: 9th International Symposium on Data Assimilation , Bologna 2023-10-16 - 2023-10-20
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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. SINTEF Geilo Winter School 2023 , Geilo 2023-01-22 - 2023-01-27
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LectureSpremic, Mina; Eidsvik, Jo; Hansen, Thomas Mejer. (2023) Comparison of Sampling Methods with Local Conditioning to Seismic Data. EAGE (European Association of Geoscientists & Engineers) Fifth EAGE Conference on Petroleum Geostatistics , Porto, Portugal 2023-11-27 - 2023-11-30
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Academic lectureBerild, Martin Outzen; Fuglstad, Geir-Arne; Ge, Yaolin; Eidsvik, Jo; Ellingsen, Ingrid Helene. (2023) Adaptive ocean sampling using surrogate models with spatially varying anisotropy in three dimensions. Norwegian University of Science and technology Conference of the International Association for Mathematical Geosciences 2023 , Trondheim, Norway 2023-08-05 - 2023-08-12
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Academic lectureBerild, Martin Outzen; Fuglstad, Geir-Arne; Ge, Yaolin; Eidsvik, Jo; Ellingsen, Ingrid Helene. (2023) Adaptive oceanographic sampling using surrogate models with spatially varying anisotropy in three dimensions. Elsevier Spatial Statistics 2023 , Boulder, Colorado, USA 2023-07-18 - 2023-07-21
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PosterBerild, Martin Outzen; Ge, Yaolin; Eidsvik, Jo; Fuglstad, Geir-Arne; Ellingsen, Ingrid Helene. (2023) Using a statistical surrogate model for three-dimensional adaptive sampling. University of Bern 2023 Liège Colloquium “Machine learning and data analysis in oceanography” , Bern, Sveits 2023-05-08 - 2023-05-12
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Academic lectureOlaisen, André Julius Hovd; Eidsvik, Jo. (2023) Using AUV to measure high gradient zones in a river plume. International Association for Mathematical Geosciences IAMG2023 , Trondheim 2023-08-05 - 2023-08-12
2022
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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. International Association for Mathematical Geosciences 21st Annual Conference of the International Association for Mathematical Geosciences , Nancy, France 2022-08-29 - 2022-09-03
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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. International Association for Mathematical Geosciences (IAMG) 21st Annual Conference of the International Association for Mathematical Geosciences , 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. NORCE EnKF Workshop 2022 , Balestrand 2022-05-30 - 2022-06-02
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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. IEAGHG 16th International Conference on Greenhouse Gas Control Technologies, GHGT-16 , Lyon 2022-10-23 - 2022-10-27
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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. NORCE EnKF Workshop 2022 , 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 IAMG 2022 21st annual conference , Nancy, Frankrike 2022-08-29 - 2022-09-03
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. IEEE Oceanic Engineering Society and Marine Technoly Society Global OCEANS 2021 , 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. Norsk statistik forening NORDSTAT2021 , 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. SINTEF AS Geilo Winter School , Online 2021-01-25 - 2021-01-29
2019
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Academic lectureSkauvold, Jacob; Eidsvik, Jo. (2019) Parametric Covariance Estimation in Ensemble-based Data Assimilation. EAGE Petroleum Geostatistics 2019 , Firenze 2019-09-02 - 2019-09-06
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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. SINTEF Digital Geilo Winter School in eScience , Geilo 2019-01-20 - 2019-01-25
2018
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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. EAGE 80th EAGE Conference & Exhibiton 2018 , Copenhagen 2018-06-11 - 2018-06-14
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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
2017
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PosterPaglia, 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
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Academic lectureGineste, 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
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Academic lectureLilleborge, 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
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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 lectureLilleborge, 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
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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
2012
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PosterEllefmo, 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
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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. Norwegian Computing Centre 9th International Geostatistics Congress, Oslo , Oslo 2012-06-11 - 2012-06-15
2011
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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
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Academic lectureEllefmo, 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
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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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Academic lectureEidsvik, Jo. (2008) Stochastic reservoir characterization. Warwick University Workshop , Coventry 2008-06-05 - 2008-06-07
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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. European association of Geophysicists and Engineers EAGE Petroleum Geostatistics , Cascais 2007-09-11 - 2007-09-14