Jef Caers

22 papers Journal 21Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Knowledge-driven stochastic modeling of geological geometry features conditioned on drillholes and outcrop contacts.
Comput. Geosci.
Xiaolong Wei, Zhen Yin, Wilson Bonner, Jef Caers
2025 J jnl
Quantifying Model Misrepresentation in Geophysical Inversion for Critical Mineral Exploration.
IEEE Trans. Geosci. Remote. Sens.
Zhen Yin, Alex Miltenberger, Mark Topinka, Lijing Wang, Tapan Mukerji, Jef Caers
2025 J jnl
The future of AI in critical mineral exploration.
CoRR
Jef Caers
2024 J jnl
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations.
RLJ
Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer
2024 J jnl
Intelligent prospector v2.0: exploration drill planning under epistemic model uncertainty.
CoRR
John Mern, Anthony Corso, Damian Burch, Kurt House, Jef Caers
2024 J jnl
Uncovering heterogeneous effects in computational models for sustainable decision-making.
Environ. Model. Softw.
Mariia Kozlova, Robert J. Moss, Julian Scott Yeomans, Jef Caers
2023 J jnl
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations.
CoRR
Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer
2023 J jnl
Unraveling the uncertainty of geological interfaces through data-knowledge-driven trend surface analysis.
Comput. Geosci.
Lijing Wang, Luk Peeters, Emma J. MacKie, Zhen Yin, Jef Caers
2022 J jnl
A POMDP Model for Safe Geological Carbon Sequestration.
CoRR
Anthony Corso, Yizheng Wang, Markus Zechner, Jef Caers, Mykel J. Kochenderfer
2022 J jnl
Quantifying Uncertainty in Downscaling of Seismic Data to High-Resolution 3-D Lithological Models.
IEEE Trans. Geosci. Remote. Sens.
Zhen Yin, Maisha Amaru, Yizheng Wang, Lewis Li, Jef Caers
2021 J jnl
A geostatistical implicit modeling framework for uncertainty quantification of 3D geo-domain boundaries: Application to lithological domains from a porphyry copper deposit.
Comput. Geosci.
Francky Fouedjio, Céline Scheidt, Liang Yang, Peter Achtziger-Zupancic, Jef Caers
2020 J jnl
Direct forecasting of global and spatial model parameters from dynamic data.
Comput. Geosci.
Jihoon Park, Jef Caers
2019 J jnl
Assessing and visualizing uncertainty of 3D geological surfaces using level sets with stochastic motion.
Comput. Geosci.
Liang Yang, David Hyde, Ognjen Grujic, Céline Scheidt, Jef Caers
2018 — conf
VRGE: An Immersive Visualization Application for the Geosciences.
SciVis
David A. B. Hyde, Tyler R. Hall, Jef Caers
2017 J jnl
Stochastic simulation by image quilting of process-based geological models.
Comput. Geosci.
Júlio Hoffimann, Céline Scheidt, Adrian S. Barfod, Jef Caers
2016 J jnl
DGSA: A Matlab toolbox for distance-based generalized sensitivity analysis of geoscientific computer experiments.
Comput. Geosci.
Jihoon Park, Guang Yang, Addy Satija, Céline Scheidt, Jef Caers
2014 J jnl
MS-CCSIM: Accelerating pattern-based geostatistical simulation of categorical variables using a multi-scale search in Fourier space.
Comput. Geosci.
Pejman Tahmasebi, Muhammad Sahimi, Jef Caers
2014 J jnl
SGEMS-UQ: An uncertainty quantification toolkit for SGEMS.
Comput. Geosci.
Lewis Li, Alexandre Boucher, Jef Caers
2013 J jnl
2012 Best-paper awards - Computers & Geosciences.
Comput. Geosci.
Jef Caers
2012 J jnl
2011 Best-paper awards.
Comput. Geosci.
Jef Caers
2008 J jnl
Solving spatial inverse problems using the probability perturbation method: An S-GEMS implementation.
Comput. Geosci.
Ting Li, Jef Caers
2004 J jnl
Automatic geobody detection from seismic data using minimum message length clustering.
Comput. Geosci.
Ying Xu, Jef Caers, Cristina Arroyo-Garcia