Eric Laloy

High‐dimensional posterior exploration of hydrologic models using multiple‐try DREAM_(ZS) and high‐performance computing

Eric Laloy, Jasper A. Vrugt · Water Resources Research · 2011 · 556 citations · Full text

Natural Sciences, Earth Sciences, Hydrology +17

HESS Opinions: Incubating deep-learning-powered hydrologic science advances as a community

Chaopeng Shen, Eric Laloy, Amin Elshorbagy et al. · Hydrology and earth system sciences · 2018 · 348 citations · Full text

Computing, Data Science, Hydrology +8

Efficient posterior exploration of a high‐dimensional groundwater model from two‐stage Markov chain Monte Carlo simulation and polynomial chaos expansion

Eric Laloy, Bart Rogiers, Jasper A. Vrugt et al. · Water Resources Research · 2013 · 269 citations · Full text

Natural Resources, Earth Sciences, Hydrology +16

Inversion using a new low-dimensional representation of complex binary geological media based on a deep neural network

Eric Laloy, Romain Hérault, John A. Lee et al. · Advances in Water Resources · 2017 · 265 citations · Full text

Natural Sciences, Earth Sciences, Geology +16

Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder

Jorge López-Alvis, Eric Laloy, Frédéric Nguyen et al. · Computers & Geosciences · 2021 · 86 citations · Full text

Computing, Computer Science, Machine Learning +6