dolgov / TT-IRT
Inverse Rosenblatt Transform (Conditional Distribution) + MCMC sampling using Tensor Train approximation
☆14Updated 2 weeks ago
Alternatives and similar repositories for TT-IRT:
Users that are interested in TT-IRT are comparing it to the libraries listed below
- Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint☆93Updated last year
- Tensor Train Toolbox☆109Updated 2 weeks ago
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆36Updated 5 months ago
- ☆40Updated 2 years ago
- Efficient forward- and reverse-mode sparse Jacobians using Jax☆55Updated 4 months ago
- A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays☆50Updated 8 months ago
- Differentiable interface to FEniCS for JAX☆53Updated 3 years ago
- This is the repository for the code used in the ICML23 paper called "Achieving High Accuracy with PINNs via Energy Natural Gradient Desce…☆18Updated 5 months ago
- PyTorch-FEniCS interface☆100Updated 4 years ago
- Tensor-Train decomposition in pytorch☆60Updated 2 months ago
- ☆101Updated this week
- Spectral Neural Operator☆78Updated last year
- A machine learning boosted parallel-in-time differential equation solver framework.☆26Updated last year
- ☆25Updated 8 months ago
- Practicum on Supervised Learning in Function Spaces☆32Updated 3 years ago
- Learning Green's functions of partial differential equations with deep learning.☆65Updated last year
- Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.☆58Updated 2 years ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆65Updated 4 months ago
- Compute spectral measures of self-adjoint operators☆17Updated 2 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆38Updated last year
- Analysis of initial value ODE solvers☆81Updated 6 months ago
- Python implementation of the TT-Toolbox☆246Updated 2 weeks ago
- Cross interpolation of high-dimensional arrays in tensor train format☆24Updated last year
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆24Updated 11 months ago
- Automatic Differentiation Library for Computational and Mathematical Engineering☆299Updated last year
- ☆12Updated 6 months ago
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆83Updated 3 years ago
- DeepONets, (Fourier) Neural Operators, Physics-Informed Neural Operators, and more in Julia☆273Updated 6 months ago
- Multi Fidelity Monte Carlo☆25Updated 5 years ago
- ☆27Updated 3 years ago