danieleavitabile / nonlinear-dynamical-systems-course-tutorialsLinks
Tutorial for the course Nonlinear Dynamical Systems - Part 3
☆12Updated 2 months ago
Alternatives and similar repositories for nonlinear-dynamical-systems-course-tutorials
Users that are interested in nonlinear-dynamical-systems-course-tutorials are comparing it to the libraries listed below
Sorting:
- Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.☆24Updated 3 months ago
- This repository contains lecture notes and codes for the course "Computational Methods for Data Science"☆53Updated 4 years ago
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆84Updated 3 years ago
- Reduced-order modelling using an atlas of charts☆27Updated 3 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
- Slides + Source Code + Data for an introductory course to NumPy, Matplotlib, SciPy, Scikit-Learn & TensorFlow Keras☆24Updated 3 years ago
- Python notebooks for Numerical Analysis☆156Updated 6 months ago
- ☆19Updated 5 years ago
- AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in …☆140Updated 6 months ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆31Updated 3 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data☆74Updated 5 years ago
- Dynamic Mode Decomposition☆61Updated 8 years ago
- Python implementation of the Kuramoto model☆164Updated 3 months ago
- Code for paper Sparse identification of nonlinear dynamics with Shallow Recurrent Decoder Networks.☆35Updated last month
- A MATLAB package for computing the optimized dynamic mode decomposition (DMD)☆19Updated 7 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆41Updated last year
- Low-dimensional PCA-derived manifolds and everything in between!☆16Updated last year
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆62Updated 4 years ago
- ☆30Updated 7 years ago
- ☆11Updated last month
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆14Updated 7 months ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 3 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆159Updated 4 years ago
- A package for the sparse identification of nonlinear dynamical systems from data☆10Updated 5 years ago
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆90Updated 5 months ago
- Algorithms for identifying coherent structures in sparse and noisy trajectory datasets☆16Updated 4 years ago
- ☆17Updated last year