sibirica / PySPIDERLinks
Generalized sparse regression for continuous and discrete data
☆11Updated 3 weeks ago
Alternatives and similar repositories for PySPIDER
Users that are interested in PySPIDER are comparing it to the libraries listed below
Sorting:
- Physics Informed Sparse Identification of Nonlinear Dynamics☆10Updated 6 months ago
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆12Updated 2 months ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆20Updated 4 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- Compressible Euler equations solved with finite volume implemented in JAX, plugged into an optimization loop☆20Updated 2 months ago
- ☆17Updated 6 months ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆14Updated 2 years ago
- ☆26Updated last year
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Spectral solution for 2D Navier-Stokes equations☆14Updated 8 years ago
- A collection of codes and references for deep learning in fluid dynamics☆18Updated 4 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆73Updated 3 weeks ago
- A simple numerical MHD simulation code in python.☆14Updated 4 months ago
- ☆29Updated this week
- ☆54Updated 2 years ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆68Updated 2 years ago
- Neural Galerkin☆16Updated last year
- This is the repository for the code used in the ICML23 paper called "Achieving High Accuracy with PINNs via Energy Natural Gradient Desce…☆20Updated 8 months ago
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆18Updated last year
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆20Updated 2 months ago
- Repository for project codes related to turbulence modelling.☆11Updated 9 months ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 4 years ago
- Material for workshop and autumn school on scientific machine learning 2023☆20Updated last year
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆32Updated this week
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆36Updated 2 months ago
- ☆11Updated 5 years ago
- Comparison of various numerical methods for computational fluid dynamics☆72Updated 2 months ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated 3 months ago
- Spectral Methods in Python☆57Updated 2 months ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago