Nature

2022 ECMWF-ESA workshop report: current status, progress and opportunities in machine learning for Earth System observation and prediction

This report provides a summary of the main outcomes of the 3 rd edition of the workshop on Machine Learning (ML) for Earth System Observation and Prediction (ESOP/ML4ESOP) co-organised by the European ...
Nature

Constructing machine learning interatomic potentials with minimum amount of ab initio data

Machine learning interatomic potentials (MLIP) are powerful tools for using large-scale molecular dynamics (MD) to evaluate material properties, including the performance of solid-state electrolytes ...