SchatzLabGT / SymbolicRegressionLinks
☆11Updated 4 years ago
Alternatives and similar repositories for SymbolicRegression
Users that are interested in SymbolicRegression are comparing it to the libraries listed below
Sorting:
- ☆14Updated 4 years ago
- ☆30Updated 7 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".☆38Updated 3 years ago
- ☆21Updated 3 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Updated 4 years ago
- ☆44Updated 8 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- ☆13Updated 3 years ago
- Code for Learning Sparse Nonlinear Dynamics via Mixed Integer Optimization☆16Updated 3 years ago
- ☆21Updated 5 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆45Updated 3 years ago
- Code repository for the paper "Learning partial differential equations for biological transport models from noisy spatiotemporal data"☆10Updated 6 years ago
- Multi-fidelity Gaussian Process☆29Updated 5 years ago
- ☆16Updated last year
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆35Updated 5 years ago
- Computing the discrete spectrum of the Koopman operator using Dynamic Mode Decomposition☆10Updated 5 years ago
- A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.☆47Updated last year
- Deep learning assisted dynamic mode decomposition☆19Updated 4 years ago
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Updated last year
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- SINDy-SA framework: enhancing nonlinear system identification with sensitivity analysis☆12Updated 9 months ago
- Reduced order modeling with shallow recurrent decoder networks☆19Updated 2 weeks ago
- Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used …☆35Updated 4 years ago
- Official Code for ICML 2024 paper "TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision"☆18Updated last year
- ☆10Updated 2 years ago
- ☆11Updated 4 years ago
- Multi-fidelity regression with neural networks☆16Updated 3 months ago
- Code for data-assisted reduced-order modeling of extreme events in complex dynamical systems, available on arXiv: https://arxiv.org/abs/1…☆22Updated 7 years ago
- ☆18Updated 2 years ago