Jef Caers
Stanford University
H-index: 53
North America-United States
Top articles of Jef Caers
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Uncovering heterogeneous effects in computational models for sustainable decision-making | Environmental Modelling & Software | Mariia Kozlova Robert J Moss Julian Scott Yeomans Jef Caers | 2024/1/1 |
The Intelligent Prospector v1. 0: geoscientific model development and prediction by sequential data acquisition planning with application to mineral exploration | Geoscientific Model Development | John Mern Jef Caers | 2023/1/11 |
Data science for the geosciences | Lijing Wang David Zhen Yin Jef Caers | 2023/7/31 | |
My journey out of fossil fuel-funded research | Nature Geoscience | Jef Caers | 2023/6 |
BetaZero: Belief-state planning for long-horizon POMDPs using learned approximations | arXiv preprint arXiv:2306.00249 | Robert J Moss Anthony Corso Jef Caers Mykel J Kochenderfer | 2023/5/31 |
Formulating and Solving the Data-Consistent Geophysical Inverse Problem for Subsurface Modeling Applications | Alex Miltenberger Lijing Wang Tapan Mukerji Jef Caers | 2023/5/27 | |
Statistical modeling of three-dimensional redox architecture from non-colocated redox borehole and transient electromagnetic data | Hydrogeology Journal | Lijing Wang Hyojin Kim Birgitte Hansen Anders V Christiansen Troels N Vilhelmsen | 2023/9 |
Optimizing Carbon Storage Operations for Long-Term Safety | arXiv preprint arXiv:2304.09352 | Yizheng Wang Markus Zechner Gege Wen Anthony Louis Corso John Michael Mern | 2023/4/19 |
Unraveling the uncertainty of geological interfaces through data-knowledge-driven trend surface analysis | Computers & Geosciences | Lijing Wang Luk Peeters Emma J MacKie Zhen Yin Jef Caers | 2023/9/1 |
Stochastic inversion of gravity data accounting for structural uncertainty | Mathematical Geosciences | Noah Athens Jef Caers | 2022/2 |
Probability Intersection: New Avenues for Inversion and Conceptual Model Evaluation | Frontiers in Hydrology 2022 | Alex Miltenberger Jef Caers Haruko M Wainwright Nicholas E Thiros Sebastian Uhlemann | 2022/6 |
Data-driven model falsification and uncertainty quantification for fractured reservoirs | Engineering | Junling Fang Bin Gong Jef Caers | 2022/11/1 |
Efficacy of information in mineral exploration drilling | Natural Resources Research | J Caers C Scheidt Z Yin L Wang T Mukerji | 2022/6 |
A POMDP model for safe geological carbon sequestration | arXiv preprint arXiv:2212.00669 | Anthony Corso Yizheng Wang Markus Zechner Jef Caers Mykel J Kochenderfer | 2022/10/25 |
A Hidden Markov Model Approach to Quantify Uncertainty of High-Resolution 3D Lithofacies Models Using Seismic Data | AGU Fall Meeting Abstracts | Jonas Kloeckner David Zhen Yin Diego Machado Marques Jef Caers | 2022/12 |
Hierarchical Bayesian Inversion of Global Variables and Large‐Scale Spatial Fields | Water Resources Research | Lijing Wang Peter K Kitanidis Jef Caers | 2022/5 |
Sequential value of information for subsurface exploration drilling | Natural Resources Research | T Hall C Scheidt L Wang Z Yin T Mukerji | 2022/10 |
Parameter inversion with sequential neural density estimators: an enhanced machine learning-based inversion | AGU Fall Meeting Abstracts | Lijing Wang Celine Scheidt David Zhen Yin Alex Miltenberger Kate Maher | 2022/12 |
Quantifying uncertainty in downscaling of seismic data to high-resolution 3-D lithological models | IEEE Transactions on Geoscience and Remote Sensing | Zhen Yin Maisha Amaru Yizheng Wang Lewis Li Jef Caers | 2022/2/24 |
Intelligent prospector v1. 0: geoscientific model development and prediction by sequential data acquisition planning with application to mineral exploration | Geoscientific Model Development Discussions | John Mern Jef Caers | 2022/8/8 |
Co-Authors
