2 papers
quant-ph2020
Microcanonical and finite temperature ab initio molecular dynamics simulations on quantum computers
Igor O. Sokolov, Panagiotis Kl. Barkoutsos, Lukas Moeller +3
Ab initio molecular dynamics (AIMD) is a powerful tool to predict properties of molecular and condensed matter systems. The quality of this procedure is based on accurate electroni…
cond-mat.stat-mech2018
Parameter diagnostics of phases and phase transition learning by neural networks
Philippe Suchsland, Stefan Wessel
We present an analysis of neural network-based machine learning schemes for phases and phase transitions in theoretical condensed matter research, focusing on neural networks with…