DurstewitzLab / ChaosRNNLinks
☆19Updated 2 years ago
Alternatives and similar repositories for ChaosRNN
Users that are interested in ChaosRNN are comparing it to the libraries listed below
Sorting:
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆35Updated 3 years ago
- ☆11Updated 4 years ago
- Python package to compute Lyapunov exponents, covariant Lyapunov vectors (CLV) and adjoints of a dynamical systems.☆24Updated last year
- Fractional White Noises for Neural Stochastic Differential Equations (NeurIPS 2022)☆16Updated 2 years ago
- Quantification of Uncertainties in Neural Networks☆11Updated 5 months ago
- ☆21Updated 2 years ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆21Updated 3 years ago
- Code and files related to random side projects☆21Updated 3 years ago
- Code for the paper "Rational neural networks", NeurIPS 2020☆27Updated 4 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆34Updated last year
- ☆11Updated 5 months ago
- ☆36Updated last year
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆45Updated last year
- Multiwavelets-based operator model☆63Updated 3 years ago
- The code enables to perform Bayesian inference in an efficient manner through the use of Hamiltonian Neural Networks (HNNs), Deep Neural …☆15Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆35Updated 5 months ago
- ☆35Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆27Updated 3 months ago
- ☆28Updated 4 years ago
- ☆66Updated last year
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- ☆29Updated 7 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆52Updated 2 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆40Updated 2 years ago
- Reduced-order modelling using an atlas of charts☆27Updated 2 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 2 years ago
- ☆21Updated 4 years ago
- The public repository about our joint FINN research project☆38Updated 2 years ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆18Updated last year
- Spatio-temporal forecasting of Lorenz96 with RC-ESN, RNN-LSTM and ANN☆43Updated 4 years ago