Willcox-Research-Group / rom-operator-inference-Python3
Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
☆72Updated last month
Alternatives and similar repositories for rom-operator-inference-Python3:
Users that are interested in rom-operator-inference-Python3 are comparing it to the libraries listed below
- Easy Reduced Basis method☆84Updated 3 weeks ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆29Updated 2 years ago
- Material for workshop and autumn school on scientific machine learning 2023☆19Updated last year
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- ☆49Updated last year
- Update PDEKoopman code to Tensorflow 2☆23Updated 3 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆23Updated last year
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated last month
- Simple pseudospectral solver in Julia.☆18Updated 4 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆107Updated 3 months ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆67Updated 4 years ago
- ☆23Updated 7 months ago
- A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms a…☆56Updated 5 years ago
- Channelflow is a software system for numerical analysis of the incompressible fluid flow in channel geometries, written in C++ and MPI-pa…☆73Updated 2 years ago
- Modred main repository☆78Updated 3 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆137Updated last year
- We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given t…☆32Updated 2 years ago
- MODULO (MODal mULtiscale pOd) is a software developed at the von Karman Institute to perform Multiscale Modal Analysis of numerical and e…☆86Updated 4 months ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆65Updated 2 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆61Updated last year
- ☆9Updated 5 months ago
- Immersed Boundary Projection Method☆108Updated 4 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- Companion code for Data-Driven Resolvent Analysis☆18Updated 3 years ago
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated 2 years ago
- Spectral Methods in Python☆52Updated this week
- ☆28Updated last year
- Pseudospectral Kolmogorov Flow Solver☆37Updated last year
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 3 years ago
- Pythonic spectral proper orthogonal decomposition☆37Updated 2 years ago