is-centre / gptips2f-matlabLinks
GPTIPS2F: Symbolic Regression toolbox for MATLAB evolved
☆11Updated 3 years ago
Alternatives and similar repositories for gptips2f-matlab
Users that are interested in gptips2f-matlab are comparing it to the libraries listed below
Sorting:
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆55Updated 2 years ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆59Updated 3 years ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆76Updated last month
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Updated 2 years ago
- ☆21Updated 5 years ago
- ☆32Updated last year
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Updated 3 years ago
- Convolutional Solvers for Partial Differential Equations☆27Updated 5 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆16Updated 4 months ago
- Stiff Neural Ordinary Differential Equations☆35Updated 2 years ago
- Innovative, efficient, and computational-graph-based finite element simulator for inverse modeling☆86Updated 4 years ago
- The VECMA toolkit for creating surrogate models of multiscale systems.☆20Updated 10 months ago
- Sandia Uncertainty Quantification Toolkit☆84Updated 11 months ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆40Updated last year
- ☆19Updated 5 years ago
- Introduction to declarative PDE solvers☆42Updated 4 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆65Updated 3 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated 3 months ago
- This Julia language (version 0.5) script solves the coupled partial differential equations associated with (1) compressible gas flow in p…☆11Updated 8 years ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Studying quadrature methods applied to PINNs☆26Updated 4 years ago
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆20Updated 3 years ago
- Multi Fidelity Monte Carlo☆24Updated 5 years ago
- Tutorial on Gaussian Processes☆63Updated 5 years ago
- Multifidelity Kriging, Efficient Global Optimization☆18Updated 7 years ago
- Machine learning of linear differential equations using Gaussian processes☆25Updated 7 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Updated 4 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆33Updated 2 years ago
- ☆54Updated 2 years ago