samholt / NeuralLaplaceLinks
Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
☆80Updated 4 months ago
Alternatives and similar repositories for NeuralLaplace
Users that are interested in NeuralLaplace are comparing it to the libraries listed below
Sorting:
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Experiments for Neural Flows paper☆97Updated 3 years ago
- Refining continuous-in-depth neural networks☆42Updated 3 years ago
- This repository contains code released by DiffEqML Research☆90Updated 3 years ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting☆47Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆26Updated 2 years ago
- ☆35Updated 2 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆40Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆27Updated 2 months ago
- Code for the ICLR 2020 paper "Learning to Control PDEs"☆34Updated 5 years ago
- Experiments from the paper "On Second Order Behaviour in Augmented Neural ODEs"☆59Updated 10 months ago
- Second-Order Neural ODE Optimizer, NeurIPS 2021 spotlight☆53Updated 3 years ago
- ODE2VAE: Deep generative second order ODEs with Bayesian neural networks☆129Updated last year
- Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)☆87Updated 2 years ago
- Neural Diffusion Processes☆81Updated last year
- Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"☆171Updated 3 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆46Updated 2 years ago
- TorchFSM: Fourier Spectral Method with PyTorch☆48Updated 2 weeks ago
- ☆66Updated last year
- ☆35Updated 3 years ago
- ☆110Updated 4 years ago
- Official code for the ICLR 2021 paper Neural ODE Processes☆74Updated 3 years ago
- ☆103Updated 4 years ago
- Code for Lie Symmetries SSL paper☆23Updated last year
- ☆28Updated last year
- [ICLR2025 Spotlight] Official implementation of Conflict-Free Inverse Gradients Method☆78Updated 3 months ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆21Updated 3 years ago