greydanus / psi0nn
A neural network quantum ground state solver
☆26Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for psi0nn
- Minicourse on Machine Learning for Many-Body Physics, Sept 25 – 29, 2017 São Paulo, Brazil☆20Updated 7 years ago
- Bayesian tensor network☆19Updated 4 years ago
- MPS representation of RBM☆22Updated 6 years ago
- Dump a quantum circuit in Yao to a tensor network graphical model☆11Updated 3 years ago
- Computational graph states for variational monte carlo☆15Updated 5 years ago
- Infinite order automatic differentiation for Monte Carlo with unnormalized probability distribution☆22Updated last year
- ☆16Updated 4 years ago
- Neural Monte Carlo Renormalization Group☆15Updated 4 years ago
- Numerically represent quantum states with Restricted Boltzmann Machines☆24Updated 6 years ago
- ☆23Updated 3 years ago
- An implementation of "Supervised Learning with Quantum-Inspired Tensor Networks" using TensorFlow☆11Updated 6 years ago
- A method which combines quantum many-body calculation and unbiased optimizers to automatically learn effective Hamiltonians for quantum m…☆24Updated 2 years ago
- A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.☆37Updated 4 years ago
- Julia library for quantum circuit simulation using tensor networks☆15Updated 4 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆31Updated 2 years ago
- fermionic Projected Entangled Pairs States (fPEPS)☆16Updated 6 years ago
- Tutorials for the paper: "Neural network in quantum many-body physics: a hands-on tutorial"☆50Updated 2 years ago
- Autoregressive model for solving statistical mechanics problems☆11Updated 3 years ago
- Self-explaining Matrix Product States library in Python☆20Updated last year
- ☆22Updated 2 years ago
- Differentiable Tensor Renormalization Group for square Ising☆16Updated 5 years ago
- ☆27Updated 4 years ago
- Fast tensor disentangling algorithm☆10Updated 3 years ago
- A collection of lectures and tutorials☆17Updated 5 months ago
- Code for 'From Tensor Network Quantum States to Tensorial Recurrent Neural Networks'.☆20Updated 5 months ago
- Finding the partition function of AF Ising model on lattice of C60 and its ground state degeneracy☆18Updated 5 years ago
- Bootstrapping matrix quantum mechanics☆14Updated 4 years ago
- Tutorial on machine learning many-body physics with Boltzmann machines☆15Updated 7 years ago
- Numerical simulation of the Sachdev-Ye-Kitaev fermion model☆17Updated 5 years ago
- A library for Abelian symmetry preserving tensors in Python 3☆25Updated 3 years ago