sibirica / PySPIDERLinks
Generalized sparse regression for continuous and discrete data
☆12Updated last week
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☆11Updated 9 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…☆21Updated 4 years ago
- A JAX-based adaptive mesh refinement framework☆14Updated 2 months ago
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆12Updated 5 months ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- A simple numerical MHD simulation code in python.☆15Updated 2 weeks ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Network…☆19Updated last year
- Automatic-Differentiation-Enabled Plasma Transport in JAX☆33Updated this week
- ☆38Updated last week
- Create Your Own Navier-Stokes Spectral Method Simulation (With Python)☆52Updated 5 months ago
- Spectral solution for 2D Navier-Stokes equations☆14Updated 8 years ago
- ☆28Updated last year
- Finite Volume Constrained Transport MHD simulation of the Orszag-Tang vortex☆20Updated 5 months ago
- A collection of codes and references for deep learning in fluid dynamics☆19Updated 4 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆69Updated 2 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- ☆17Updated 9 months ago
- ☆12Updated 2 weeks ago
- Create Your Own Finite Volume Fluid Simulation (With Python) Part 2: Boundary Conditions and Source Terms☆32Updated 5 months ago
- Spectral methods in matlab☆12Updated 6 months ago
- Physics-driven machine learning using PyTorch and Firedrake☆16Updated last year
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆75Updated 3 months ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Updated 4 years ago
- This is the repository for the code used in the ICML23 paper called "Achieving High Accuracy with PINNs via Energy Natural Gradient Desce…☆22Updated last year
- Neural Galerkin☆16Updated last year
- This contains the public repository for the BAND framework project.☆28Updated this week
- Riemann solver for the Euler equations☆31Updated 5 months ago
- Compressible Euler equations solved with finite volume implemented in JAX, plugged into an optimization loop☆21Updated 5 months ago