leakec / tfcLinks
The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.
☆41Updated last month
Alternatives and similar repositories for tfc
Users that are interested in tfc are comparing it to the libraries listed below
Sorting:
- Computation of invariant manifolds in high-dimensional mechanics problems☆27Updated 2 years ago
- Uncertainty Quantification using Polynomial Chaos Expansion (UQPCE) is an open-source, python-based research code for use in parametric, …☆61Updated last month
- Data-driven reduced order modeling for nonlinear dynamical systems☆99Updated 3 weeks ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆163Updated last year
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆79Updated 3 weeks ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆42Updated last year
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆161Updated 4 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆61Updated 3 years ago
- Example problems in Physics informed neural network in JAX☆81Updated 2 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆62Updated 5 years ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆56Updated 2 years ago
- Update PDEKoopman code to Tensorflow 2☆24Updated 4 years ago
- PySensors is a Python package for sparse sensor placement☆110Updated last week
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆24Updated 5 years ago
- Supplementary resources for the textbook Engineering Design Optimization by Joaquim R. R. A. Martins and Andrew Ning☆130Updated 4 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- A set of Python notebooks to introduce the fundamentals of numerical programming using extensive examples from engineering.☆36Updated 4 years ago
- Data-driven dynamical systems toolbox.☆80Updated 2 weeks ago
- Python scripts related to aerodynamic analysis and shape optimization☆19Updated 6 years ago
- mathLab mirror of Python Dynamic Mode Decomposition☆113Updated 11 months ago
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆35Updated 4 years ago
- A package for the sparse identification of nonlinear dynamical systems from data☆10Updated 5 years ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆55Updated 2 years ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆149Updated 5 years ago
- Koopman Mode Decomposition☆74Updated 8 years ago
- Tutorial on Gaussian Processes☆64Updated 5 years ago
- Modred main repository☆80Updated 4 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago