physicsml / physicsml-archive

Related projects: ⓘ

• buwantaiji / FermiFlow
  Ab-initio simulation of interacting fermions with equivariant normalizing flow.
  ☆31Updated last year
• HUJI-Deep / FlowKet
  A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.
  ☆37Updated 3 years ago
• MelkoCollective / ICTP-SAIFR-MLPhysics
  Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil
  ☆20Updated 6 years ago
• EverettYou / AutoregressiveStatMech
  Autoregressive model for solving statistical mechanics problems
  ☆11Updated 3 years ago
• QuantumBFS / YaoTensorNetwork.jl
  Dump a quantum circuit in Yao to a tensor network graphical model
  ☆11Updated 3 years ago
• carrasqu / POVM_GENMODEL
  Reconstructing quantum states with generative models
  ☆48Updated 5 years ago
• ranshiju / BayesianTN
  Bayesian tensor network
  ☆19Updated 4 years ago
• Fanerst / solve_sycamore
  Reproduce the random circuit sampling experiments of Sycamore quantum circuit
  ☆31Updated 2 years ago
• greydanus / psi0nn
  A neural network quantum ground state solver
  ☆26Updated 7 years ago
• LuchnikovI / QGOpt
  Riemannian optimization for quantum technologies
  ☆56Updated last year
• congzlwag / UnsupGenModbyMPS
  code for Unsupervised Generative Modeling using Matrix Product States
  ☆39Updated last year
• li012589 / neuralCT
  Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows
  ☆29Updated 4 years ago
• yzcj105 / rbm2mps
  MPS representation of RBM
  ☆22Updated 6 years ago
• bnuliujing / tn-for-unsup-ml
  ☆23Updated 3 years ago
• Fanerst / simulate_sycamore
  Simulating Sycamore quantum circuits classically using tensor network algorithm.
  ☆57Updated last year
• GTorlai / NeuralNetworks-for-Quantum
  Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"
  ☆50Updated 2 years ago
• panzhang83 / catn
  Contracting Arbitrary Tensor Networks
  ☆39Updated 4 years ago
• TrMPS / MPS-MNIST
  An implementation of "Supervised Learning with Quantum-Inspired Tensor Networks" using TensorFlow
  ☆11Updated 6 years ago
• guygurari / syk
  Numerical simulation of the Sachdev-Ye-Kitaev fermion model
  ☆17Updated 4 years ago
• qi-rub / pyfermions
  Rigorous free fermion entanglement renormalization from wavelet theory
  ☆17Updated last year
• CHY-i / qecGPT
  Decoding Quantum Error Correction codes with Generative Pre-trained Transformers
  ☆28Updated 5 months ago
• zhendongli2008 / fPEPS
  fermionic Projected Entangled Pairs States (fPEPS)
  ☆16Updated 5 years ago
• Zhouquan-Wan / SVD_autodiff
  ☆16Updated 2 years ago
• carrasqu / IsingGaugeTensorFlow
  Convolutional neural net to classify states of the classical Ising gauge theory (TensorFlow)
  ☆10Updated 8 years ago
• ikim-quantum / dmera
  Deep Multiscale Renormalization Ansatz(DMERA) : Noise-Resilient Quantum Simulation of Strongly Correlated Quantum Many-body Systems
  ☆15Updated 4 years ago
• katherinevankirk / hardware-efficient-learning
  Hardware-efficient learning of quantum many-body states. Code for simulating a U(1) lattice gauge theory and classifying topological orde…
  ☆12Updated last year
• unixtomato / nmcrg
  Neural Monte Carlo Renormalization Group
  ☆15Updated 3 years ago
• hsinyuan-huang / provable-ml-quantum
  Code for predicting ground states and classifying phases of matter
  ☆28Updated last year
• ClarkResearchGroup / cgs-vmc
  Computational graph states for variational monte carlo
  ☆15Updated 5 years ago
• PhilipVinc / Lectures
  A collection of lectures and tutorials
  ☆16Updated 3 months ago