Eric Laloy

Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks

Linking big models to big data: efficient ecosystem model calibration through Bayesian model emulation

Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

Deep learning and process understanding for data-driven Earth system science

Assimilation of remote sensing into crop growth models: Current status and perspectives

Capillary Pressure Hysteresis Behavior of Three Sandstones Measured with a Multistep Outflow–Inflow Apparatus

Advanced reliability analysis of slopes in spatially variable soils using multivariate adaptive regression splines

Quantitative synthesis on the ecosystem services of cover crops

Short-term effects of biogas residue application on yield performance and N balance parameters of maize in different cropping systems

Deep learning in environmental remote sensing: Achievements and challenges

Conservation Agriculture as a Sustainable System for Soil Health: A Review

Parameter identification of the STICS crop model, using an accelerated formal MCMC approach

Relating Quantitative Soil Structure Metrics to Saturated Hydraulic Conductivity

Underground hydrogen storage: A comprehensive review

Agricultural benefits and environmental risks of soil fertilization with anaerobic digestates: a review

Expanded Decision-Scaling Framework to Select Robust Long-Term Water-System Plans under Hydroclimatic Uncertainties

Soil structure as an indicator of soil functions: A review

Future climate risk from compound events

Deep Learning for Intelligent Human–Computer Interaction

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

HESS Opinions: Deep learning as a promising avenue toward knowledge discovery in water sciences

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

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

Parameter optimization and uncertainty analysis for plot-scale continuous modeling of runoff using a formal Bayesian approach

How efficient are one-dimensional models to reproduce the hydrodynamic behavior of structured soils subjected to multi-step outflow experiments?

Effect of Intercropping Period Management on Runoff and Erosion in a Maize Cropping System