2 citations · 3 across the 2 of their papers we have counts for
3 papers
cond-mat.soft2021★ 2 cited
Crystal polymorph selection mechanism of hard spheres hidden in the fluid
Gabriele M. Coli, Robin van Damme, C. Patrick Royall +1
Nucleation plays a critical role in the birth of crystals and is associated with a vast array of phenomena such as protein crystallization and ice formation in clouds. Despite nume…
quant-ph2020★ 1 cited
Ground States of Quantum Many Body Lattice Models via Reinforcement Learning
Willem Gispen, Austen Lamacraft
We introduce reinforcement learning (RL) formulations of the problem of finding the ground state of a many-body quantum mechanical model defined on a lattice. We show that stoquast…
quant-ph2020
Quantum Ground States from Reinforcement Learning
Ariel Barr, Willem Gispen, Austen Lamacraft
Finding the ground state of a quantum mechanical system can be formulated as an optimal control problem. In this formulation, the drift of the optimally controlled process is chose…