DrewSosa / dissipative_hnnsLinks
Training neural networks to disentangle conservative and dissipative dynamics
☆10Updated 3 years ago
Alternatives and similar repositories for dissipative_hnns
Users that are interested in dissipative_hnns are comparing it to the libraries listed below
Sorting:
- ☆15Updated 4 years ago
- ☆21Updated 2 years ago
- Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting☆48Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆29Updated 4 months ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 4 years ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆21Updated 3 years ago
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆27Updated 2 years ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆25Updated last year
- The public repository about our joint FINN research project☆38Updated 3 years ago
- ☆19Updated last year
- ☆15Updated last year
- Consistent Koopman Autoencoders☆74Updated 2 years ago
- ☆23Updated 4 months ago
- ☆47Updated 4 years ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- ☆28Updated 3 years ago
- Official implementation for our paper "Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control"☆19Updated 3 years ago
- Synthetic Lagrangian Turbulence by Generative Diffusion Models☆26Updated 11 months ago
- Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018☆49Updated 6 years ago
- Tackling the Curse of Dimensionality with Physics-Informed Neural Networks☆14Updated last year
- Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling☆52Updated 3 years ago
- Symplectic Recurrent Neural Networks☆28Updated 2 years ago
- ☆11Updated 7 months ago
- ☆13Updated 3 years ago
- Neural Galerkin☆16Updated 2 years ago
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆81Updated 3 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆30Updated 6 months ago
- Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations wi…☆69Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆17Updated last year
- ☆35Updated 2 years ago