Jef Caers

According to our database, Jef Caers authored at least 20 papers between 2004 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes and outcrop contacts.

Xiaolong Wei, Zhen Yin, Wilson Bonner, Jef Caers

Comput. Geosci., 2025

2024

Uncovering heterogeneous effects in computational models for sustainable decision-making.

Mariia Kozlova, Robert J. Moss, Julian Scott Yeomans, Jef Caers

Environ. Model. Softw., January, 2024

Intelligent prospector v2.0: exploration drill planning under epistemic model uncertainty.

John Mern, Anthony Corso, Damian Burch, Kurt House, Jef Caers

CoRR, 2024

BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations.

Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer

RLJ, 2024

2023

Unraveling the uncertainty of geological interfaces through data-knowledge-driven trend surface analysis.

Lijing Wang, Luk Peeters, Emma J. MacKie, Zhen Yin, Jef Caers

Comput. Geosci., September, 2023

Optimizing Carbon Storage Operations for Long-Term Safety.

Yizheng Wang, Markus Zechner, Gege Wen, Anthony Louis Corso, John Michael Mern, Mykel J. Kochenderfer, Jef Karel Caers

CoRR, 2023

2022

Quantifying Uncertainty in Downscaling of Seismic Data to High-Resolution 3-D Lithological Models.

Zhen Yin, Maisha Amaru, Yizheng Wang, Lewis Li, Jef Caers

IEEE Trans. Geosci. Remote. Sens., 2022

A POMDP Model for Safe Geological Carbon Sequestration.

Anthony Corso, Yizheng Wang, Markus Zechner, Jef Caers, Mykel J. Kochenderfer

CoRR, 2022

2021

A geostatistical implicit modeling framework for uncertainty quantification of 3D geo-domain boundaries: Application to lithological domains from a porphyry copper deposit.

Francky Fouedjio, Céline Scheidt, Liang Yang, Peter Achtziger-Zupancic, Jef Caers

Comput. Geosci., 2021

2020

Direct forecasting of global and spatial model parameters from dynamic data.

Jihoon Park, Jef Caers

Comput. Geosci., 2020

2019

Assessing and visualizing uncertainty of 3D geological surfaces using level sets with stochastic motion.

Liang Yang, David Hyde, Ognjen Grujic, Céline Scheidt, Jef Caers

Comput. Geosci., 2019

2018

VRGE: An Immersive Visualization Application for the Geosciences.

David A. B. Hyde, Tyler R. Hall, Jef Caers

Proceedings of the 2018 IEEE Scientific Visualization Conference, 2018

2017

Stochastic simulation by image quilting of process-based geological models.

Júlio Hoffimann, Céline Scheidt, Adrian S. Barfod, Jef Caers

Comput. Geosci., 2017

2016

DGSA: A Matlab toolbox for distance-based generalized sensitivity analysis of geoscientific computer experiments.

Jihoon Park, Guang Yang, Addy Satija, Céline Scheidt, Jef Caers

Comput. Geosci., 2016

2014

MS-CCSIM: Accelerating pattern-based geostatistical simulation of categorical variables using a multi-scale search in Fourier space.

Pejman Tahmasebi, Muhammad Sahimi, Jef Caers

Comput. Geosci., 2014

SGEMS-UQ: An uncertainty quantification toolkit for SGEMS.

Lewis Li, Alexandre Boucher, Jef Caers

Comput. Geosci., 2014

2013

2012 Best-paper awards - Computers & Geosciences.

Jef Caers

Comput. Geosci., 2013

2012

2011 Best-paper awards.

Jef Caers

Comput. Geosci., 2012

2008

Solving spatial inverse problems using the probability perturbation method: An S-GEMS implementation.

Ting Li, Jef Caers

Comput. Geosci., 2008

2004

Automatic geobody detection from seismic data using minimum message length clustering.

Ying Xu, Jef Caers, Cristina Arroyo-Garcia

Comput. Geosci., 2004