b03901165Shih / 2D_FPE_Solver
Two Dimensional Fokker-Planck Solver using Matlab
☆19Updated 5 years ago
Alternatives and similar repositories for 2D_FPE_Solver:
Users that are interested in 2D_FPE_Solver are comparing it to the libraries listed below
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆72Updated 3 weeks ago
- Material for workshop and autumn school on scientific machine learning 2023☆19Updated last year
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆68Updated 4 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆14Updated 3 months ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated last month
- Spectral Methods in Python☆55Updated last month
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆54Updated 2 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 3 years ago
- Multi Fidelity Monte Carlo☆25Updated 5 years ago
- Stiff Neural Ordinary Differential Equations☆32Updated last year
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆36Updated last year
- ☆9Updated 7 months ago
- ☆41Updated 5 years ago
- Neural Galerkin☆15Updated last year
- Numerically solve the Fokker-Planck equation in N dimensions☆89Updated last year
- ☆41Updated 2 years ago
- A short course in pseudospectral collocation methods for wave equations, with implementations in Python.☆53Updated last week
- ME 697 - Advanced Scientific Machine Learning☆21Updated this week
- Pseudospectral Kolmogorov Flow Solver☆39Updated last year
- Code for the paper: Solving and Learning Nonlinear PDEs with Gaussian Processes☆39Updated 6 months ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆46Updated 7 years ago
- A Python library for training neural ODEs.☆21Updated 2 months ago
- PySpectral is a Python package for solving the partial differential equation (PDE) of Burgers' equation in its deterministic and stochast…☆14Updated 2 years ago
- A machine learning boosted parallel-in-time differential equation solver framework.☆26Updated last year
- Simple pseudospectral solver in Julia.☆18Updated 4 years ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆30Updated 2 years ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago