ettoremessina / differential-equationsLinks
Differential equation solvers
☆14Updated 3 years ago
Alternatives and similar repositories for differential-equations
Users that are interested in differential-equations are comparing it to the libraries listed below
Sorting:
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 2 years ago
- Source code for 'Dynamical Systems with Applications Using Python' by Stephen Lynch☆154Updated 7 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆59Updated 4 years ago
- PySpectral is a Python package for solving the partial differential equation (PDE) of Burgers' equation in its deterministic and stochast…☆15Updated 2 years ago
- Python scripts connected to Strogatz's nonlinear dynamics and chaos theory text.☆95Updated last year
- Scipy-based Delay Differential Equation (DDE) solver☆37Updated last year
- ☆15Updated 8 years ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- PySensors is a Python package for sparse sensor placement☆100Updated last month
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- Introduction to declarative PDE solvers☆42Updated 3 years ago
- ☆19Updated 4 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆76Updated 3 years ago
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆143Updated 2 months ago
- ☆116Updated 6 years ago
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆25Updated 3 years ago
- Numerically solve the Fokker-Planck equation in N dimensions☆94Updated last year
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆81Updated 3 weeks ago
- Matlab Toolbox for the Numerical Solution of Stochastic Differential Equations☆103Updated 5 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆35Updated last week
- Computation of invariant manifolds in high-dimensional mechanics problems☆27Updated 2 years ago
- Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.☆100Updated 2 years ago
- Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high perf…☆233Updated 2 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Lecture material on numerical methods for partial differential equations.☆279Updated 4 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆153Updated 4 years ago