Jef Caers

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 11

Top Topics

Categorical Variables

Computational Model

Top Venues

Comput. Geosci.

IEEE Trans. Geosci. Remote. Sens.

Publications

Mariia Kozlova, Robert J. Moss, Julian Scott Yeomans, Jef Caers
Uncovering heterogeneous effects in computational models for sustainable decision-making. Environ. Model. Softw. 171 (2024)
Robert J. Moss, Anthony Corso, Jef Caers, Mykel J. Kochenderfer
BetaZero: Belief-State Planning for Long-Horizon POMDPs using Learned Approximations. CoRR (2023)
Lijing Wang, Luk Peeters, Emma J. MacKie, Zhen Yin, Jef Caers
Unraveling the uncertainty of geological interfaces through data-knowledge-driven trend surface analysis. Comput. Geosci. 178 (2023)
Anthony Corso, Yizheng Wang, Markus Zechner, Jef Caers, Mykel J. Kochenderfer
A POMDP Model for Safe Geological Carbon Sequestration. CoRR (2022)
Zhen Yin, Maisha Amaru, Yizheng Wang, Lewis Li, Jef Caers
Quantifying Uncertainty in Downscaling of Seismic Data to High-Resolution 3-D Lithological Models. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Francky Fouedjio, Céline Scheidt, Liang Yang, Peter Achtziger-Zupancic, Jef Caers
A geostatistical implicit modeling framework for uncertainty quantification of 3D geo-domain boundaries: Application to lithological domains from a porphyry copper deposit. Comput. Geosci. 157 (2021)
Jihoon Park, Jef Caers
Direct forecasting of global and spatial model parameters from dynamic data. Comput. Geosci. 143 (2020)
Liang Yang, David Hyde, Ognjen Grujic, Céline Scheidt, Jef Caers
Assessing and visualizing uncertainty of 3D geological surfaces using level sets with stochastic motion. Comput. Geosci. 122 (2019)
David A. B. Hyde, Tyler R. Hall, Jef Caers
VRGE: An Immersive Visualization Application for the Geosciences. SciVis (2018)
Júlio Hoffimann, Céline Scheidt, Adrian S. Barfod, Jef Caers
Stochastic simulation by image quilting of process-based geological models. Comput. Geosci. 106 (2017)
Jihoon Park, Guang Yang, Addy Satija, Céline Scheidt, Jef Caers
DGSA: A Matlab toolbox for distance-based generalized sensitivity analysis of geoscientific computer experiments. Comput. Geosci. 97 (2016)
Pejman Tahmasebi, Muhammad Sahimi, Jef Caers
MS-CCSIM: Accelerating pattern-based geostatistical simulation of categorical variables using a multi-scale search in Fourier space. Comput. Geosci. 67 (2014)
Lewis Li, Alexandre Boucher, Jef Caers
SGEMS-UQ: An uncertainty quantification toolkit for SGEMS. Comput. Geosci. 62 (2014)
Jef Caers
2012 Best-paper awards - Computers & Geosciences. Comput. Geosci. 57 (2013)
Jef Caers
2011 Best-paper awards. Comput. Geosci. 48 (2012)
Ting Li, Jef Caers
Solving spatial inverse problems using the probability perturbation method: An S-GEMS implementation. Comput. Geosci. 34 (9) (2008)
Ying Xu, Jef Caers, Cristina Arroyo-Garcia
Automatic geobody detection from seismic data using minimum message length clustering. Comput. Geosci. 30 (7) (2004)