36 citations · 47 across the 2 of their papers we have counts for
2 papers
physics.comp-ph2021★ 36 cited
Exploring the robust extrapolation of high-dimensional machine learning potentials
Claudio Zeni, Andrea Anelli, Aldo Glielmo +1
We show that, contrary to popular assumptions, predictions from machine learning potentials built upon high-dimensional atom-density representations almost exclusively occur in reg…
cond-mat.str-el2020★ 11 cited
A Bayesian Inference Framework for Compression and Prediction of Quantum States
Yannic Rath, Aldo Glielmo, George H. Booth
The recently introduced Gaussian Process State (GPS) provides a highly flexible, compact and physically insightful representation of quantum many-body states based on ideas from th…