dfloryan / neural-manifold-dynamicsLinks
Reduced-order modelling using an atlas of charts
☆27Updated 2 years ago
Alternatives and similar repositories for neural-manifold-dynamics
Users that are interested in neural-manifold-dynamics are comparing it to the libraries listed below
Sorting:
- Code for paper Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks.☆27Updated last month
- ☆21Updated 2 years ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆78Updated 2 years ago
- ☆48Updated last year
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 2 years ago
- Code repository for the paper "Learning partial differential equations for biological transport models from noisy spatiotemporal data"☆10Updated 6 years ago
- ☆48Updated last week
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆80Updated 2 weeks ago
- ☆18Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆38Updated last year
- ☆18Updated 4 years ago
- Benchmark for learning stiff problems using physics-informed machine learning☆12Updated 3 years ago
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆18Updated 6 years ago
- Machine learning algorithms for discovering dimensionless groups from simulation and experimental data☆12Updated 2 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆32Updated last year
- Repository for Deterministic Particle Flow Control framework☆10Updated 2 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆56Updated 3 years ago
- ☆28Updated 7 years ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆53Updated 2 years ago
- Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.☆22Updated 3 months ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- ☆182Updated 3 months ago
- ☆32Updated last year
- ☆38Updated last year
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- PySensors is a Python package for sparse sensor placement☆92Updated last week
- ☆10Updated 2 years ago
- Constructing linearizing transformations for reduced-order modeling of nonlinear dynamical systems☆10Updated 11 months ago