RehMoritz / vmc_pdeLinks
Code for the paper "Variational Monte Carlo Approach to Partial Differential Equations with Neural Networks" (https://arxiv.org/abs/2206.01927).
☆10Updated 3 years ago
Alternatives and similar repositories for vmc_pde
Users that are interested in vmc_pde are comparing it to the libraries listed below
Sorting:
- Code for the paper "XTrace: Making the most of every sample in stochastic trace estimation"☆16Updated 2 years ago
- Rescure useful code in TensorNetwork by google for further personal usage.☆12Updated 10 months ago
- Deterministic particle dynamics for simulating Fokker-Planck probability flows☆26Updated 2 years ago
- Tensor Train Toolbox☆123Updated this week
- Continuous-time gradient flow for generative modeling and variational inference☆33Updated 7 years ago
- Forward mode laplacian implemented in JAX tracer☆29Updated last month
- ☆33Updated 5 years ago
- Differentiable interface to Firedrake for JAX☆15Updated 4 years ago
- This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". …☆89Updated 3 years ago
- Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and …☆79Updated 6 years ago
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆103Updated last year
- Code to estimate Renormalized Mutual Information in simple settings☆13Updated 4 years ago
- Orthogonal polynomials with JAX☆26Updated last week
- Pytorch implement of the paper Neural Canonical Transformation with Symplectic Flows☆30Updated 5 years ago
- Efficient Differentiable n-d PDE solvers in JAX.☆47Updated last week
- Fast extremal eigensolvers for PyTorch.☆17Updated 4 years ago
- Matrix-free linear algebra in JAX.☆145Updated last month
- Code for 'Solving Statistical Mechanics using Variational Autoregressive Networks'.☆96Updated 4 months ago
- A Python package for efficient optimisation of real-space renormalization group transformations using Tensorflow.☆32Updated 8 months ago
- Hitchhiker's Guide to Deep Learning for Computational Scientists☆36Updated 6 years ago
- An example showing how to use jax to train resnet50 on multi-node multi-GPU☆20Updated 3 years ago
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Updated 3 years ago
- Differentiable interface to FEniCS for JAX☆58Updated 4 years ago
- Reverse-mode AD of dominant sparse eigensolver using Pytorch.☆41Updated 5 years ago
- ☆16Updated 3 years ago
- ☆31Updated 5 years ago
- Cross interpolation of high-dimensional arrays in tensor train format☆25Updated last year
- Repository for Deterministic Particle Flow Control framework☆10Updated 2 years ago
- Ab-initio simulation of interacting fermions with equivariant normalizing flow.☆34Updated 3 years ago
- ☆24Updated 2 years ago