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Projects in Awesome Lists tagged with variational-monte-carlo
A curated list of projects in awesome lists tagged with variational-monte-carlo .
https://github.com/netket/netket
Machine learning algorithms for many-body quantum systems
complex-neural-network deep-learning exact-diagonalization hamiltonian jax machine-learning machine-learning-algorithms markov-chain-monte-carlo monte-carlo-methods neural-networks physics-simulation quantum quantum-state-tomography unitaryhack variational-method variational-monte-carlo
Last synced: 03 Nov 2024
https://github.com/mdsunivie/deeperwin
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.
deep-learning deep-neural-networks physical-chem quantum-monte-carlo schrodinger-equation transfer-learning variational-monte-carlo weight-sharing
Last synced: 13 Nov 2024
https://github.com/huji-deep/flowket
A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.
autoregressive keras pixelcnn python3 tensorflow variational-monte-carlo
Last synced: 07 Nov 2024
https://github.com/refraction-ray/admc
Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution
automatic-differentiation monte-carlo statistical-mechanics tensorflow variational-monte-carlo
Last synced: 08 Nov 2024
https://github.com/aromanro/vqmcmolecule
Variational Quantum Monte Carlo for a molecule, using Fokker-Planck/Langevin approach
computational computational-physics fokker-planck langevin physics quantum quantum-chemistry quantum-chemistry-methods quantum-chemistry-programs quantum-mechanics quantum-monte-carlo variational-monte-carlo wxwidgets wxwidgets-applications
Last synced: 27 Oct 2024
https://github.com/bsamseth/qflow
Quantum Variational Monte Carlo with Neural Networks - Project repository for my master's thesis in computational physics at the University of Oslo
machine-learning master-thesis neural-networks quantum-mechanics thesis variational-monte-carlo
Last synced: 09 Nov 2024
https://github.com/cqsl/neural-cluster-update
Code for 'Unbiased Monte Carlo Cluster Updates with Autoregressive Neural Networks'.
autoregressive-neural-networks jax markov-chain-monte-carlo quantum-physics scientific-computing statistical-physics variational-monte-carlo
Last synced: 23 Nov 2024
https://github.com/borjarequena/vmc_introduction
Introduction to quantum Monte Carlo. From the foundations to state-of-the-art Restricted Boltzmann Machine ansatz.
monte-carlo quantum-monte-carlo restricted-boltzmann-machine variational-monte-carlo
Last synced: 15 Oct 2024
https://github.com/twesterhout/annealing-sign-problem
📝 Code for the paper "Many-body quantum sign structures as non-glassy Ising models"
exact-diagonalization frustrated-magnets many-body-physics neural-network quantum-mechanics spin-models variational-monte-carlo
Last synced: 14 Dec 2024
https://github.com/allanchain/variationalmc.jl
Performing variational quantum Monte Carlo (VMC) in Julia. For educational purposes.
monte-carlo quantum-monte-carlo slater-determinants variational-monte-carlo
Last synced: 16 Nov 2024
