3 results found Sort:

netket
netket netket
188
556
apache-2.0
26
Machine learning algorithms for many-body quantum systems
jax quantum hamiltonian unitaryhack deep-learning neural-networks machine-learning physics-simulation variational-method monte-carlo-methods exact-diagonalization complex-neural-network variational-monte-carlo markov-chain-monte-carlo quantum-state-tomography machine-learning-algorithms
Created 2018-04-23
3,615 commits to master branch, last one 17 days ago
wdphy16
stat-mech-van wdphy16
27
91
mit
10
Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.
pytorch statistical-physics scientific-computing variational-monte-carlo autoregressive-neural-networks
Created 2018-09-20
10 commits to master branch, last one 8 months ago
mdsunivie
deeperwin mdsunivie
8
54
other
2
DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electron Schrödinger equation. DeepErwin supports weight-sharing when...
deep-learning physical-chem weight-sharing transfer-learning quantum-monte-carlo deep-neural-networks schrodinger-equation variational-monte-carlo
Created 2021-06-14
69 commits to master branch, last one 11 days ago