nmboffi / sbtmLinks
Repository for score-based transport modeling.
☆10Updated 2 years ago
Alternatives and similar repositories for sbtm
Users that are interested in sbtm are comparing it to the libraries listed below
Sorting:
- Code for reproducing the paper "Space-Time Continuous PDE Forecasting using Equivariant Neural Fields" (https://arxiv.org/abs/2406.06660)…☆13Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆18Updated last year
- Methods and experiments for assumed density SDE approximations☆12Updated 3 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆40Updated 2 years ago
- Probabilistic solvers for differential equations in JAX. Adaptive ODE solvers with calibration, state-space model factorisations, and cus…☆53Updated 3 weeks ago
- Official implementation of "Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation"☆37Updated 3 weeks ago
- Public code for running Stochastic Gradient Descent on GPs.☆39Updated 5 months ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- Kolmogorov-Arnold Networks built on JAX☆85Updated 5 months ago
- Efficient SDE samplers including Gaussian-based probabilistic solvers. Written in JAX.☆10Updated 7 months ago
- Code for "Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference" (ICML 2024)☆23Updated last week
- Swirl-Dynamics is a python repository that provides implementations of models, benchmarks and utilities for dynamical systems.☆73Updated 2 weeks ago
- Code for Lie Symmetries SSL paper☆24Updated last year
- Spectral Neural Operator☆78Updated last year
- Implementation of Action Matching for the Schrödinger equation☆24Updated 2 years ago
- Matrix-free linear algebra in JAX.☆141Updated 2 weeks ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆29Updated 4 months ago
- Code for paper "Multiple Physics Pretraining for Physical Surrogate Models☆174Updated 10 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆15Updated last year
- ☆35Updated 2 years ago
- Official implementation of Stochastic Taylor Derivative Estimator (STDE) NeurIPS2024☆121Updated 10 months ago
- Fractional White Noises for Neural Stochastic Differential Equations (NeurIPS 2022)☆16Updated 2 years ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆21Updated 3 years ago
- Code for the Paper "Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers"☆30Updated last year
- TorchFSM: Fourier Spectral Method with PyTorch☆49Updated 3 weeks ago
- Autoencoders in Function Space: Resolution-invariant autoencoders for functional data based on the functional variational autoencoder (FV…☆23Updated 3 weeks ago
- ☆26Updated 2 years ago
- Hamiltonian Dynamics with Non-Newtonian Momentum for Rapid Sampling☆36Updated 3 years ago
- Differentiable Principal Component Analysis (PCA) implementation in JAX☆29Updated 5 months ago