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variational-monte-carlo x

5 search results found

Machine learning algorithms for many-body quantum systems

Stat Mech Van ⭐ 69

Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.

Deeperwin ⭐ 35

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 optimizing wave functions for multiple nuclear geometries and the usage of pre-trained neural network weights to accelerate optimization.

A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.

Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.

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