leakec / tfcLinks
The Theory of Functional Connections: A functional interpolation method with applications in solving differential equations.
☆39Updated 2 months ago
Alternatives and similar repositories for tfc
Users that are interested in tfc are comparing it to the libraries listed below
Sorting:
- Uncertainty Quantification using Polynomial Chaos Expansion (UQPCE) is an open-source, python-based research code for use in parametric, …☆51Updated last month
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆161Updated last year
- Data-driven reduced order modeling for nonlinear dynamical systems☆92Updated last week
- Computation of invariant manifolds in high-dimensional mechanics problems☆27Updated 2 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆75Updated 3 weeks ago
- A library of tools for computing variants of Dynamic Mode Decomposition☆49Updated 8 years ago
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆59Updated 4 years ago
- Algebraic Dynamic Mode Decomposition with Model Predictive Control☆24Updated 5 years ago
- SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆154Updated 4 years ago
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆55Updated 2 years ago
- PySensors is a Python package for sparse sensor placement☆106Updated 3 weeks ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆116Updated 3 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆59Updated 3 years ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆40Updated last year
- Example problems in Physics informed neural network in JAX☆82Updated 2 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Supplementary resources for the textbook Engineering Design Optimization by Joaquim R. R. A. Martins and Andrew Ning☆127Updated 3 years ago
- pyOptSparse is an object-oriented framework for formulating and solving nonlinear constrained optimization problems in an efficient, reus…☆256Updated this week
- pyMOR - Model Order Reduction with Python☆331Updated last week
- Hidden physics models: Machine learning of nonlinear partial differential equations☆147Updated 5 years ago
- Koopman Mode Decomposition☆74Updated 8 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Open Source Optimization of Dynamic Multidisciplinary Systems☆265Updated last month
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- Easy Reduced Basis method☆89Updated last week
- mathLab mirror of Python Dynamic Mode Decomposition☆108Updated 8 months ago
- computational adjoint-based shape optimization and optimal control software for python☆60Updated this week
- Data-driven dynamical systems toolbox.☆77Updated 3 weeks ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- Tutorial on Gaussian Processes☆63Updated 5 years ago