lanl / SEPIALinks
Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.
☆35Updated last year
Alternatives and similar repositories for SEPIA
Users that are interested in SEPIA are comparing it to the libraries listed below
Sorting:
- Convolutional Solvers for Partial Differential Equations☆28Updated 4 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆25Updated 3 years ago
- ☆17Updated 5 months ago
- A Python library for training neural ODEs.☆21Updated 3 months ago
- Update PDEKoopman code to Tensorflow 2☆23Updated 4 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Python 3 version of FabSim☆26Updated last week
- A software package for flexible HPC GPs☆16Updated this week
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆30Updated 2 months ago
- ☆32Updated 10 months ago
- Kernel methods for statistical modeling of dynamical systems☆24Updated 4 months ago
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆62Updated this week
- Differentiable interface to FEniCS for PyMC3☆20Updated 2 years ago
- Scientific Machine Learning Tutorials☆37Updated 3 years ago
- Differentiable interface to FEniCS for JAX☆54Updated 4 years ago
- Stiff Neural Ordinary Differential Equations☆34Updated last year
- Dynamic Mode Decomposition☆59Updated 7 years ago
- ☆21Updated 4 years ago
- Two Dimensional Fokker-Planck Solver using Matlab☆19Updated 5 years ago
- ME 697 - Advanced Scientific Machine Learning☆21Updated last month
- Sandia Uncertainty Quantification Toolkit☆80Updated 5 months ago
- Multi-dimensional B-splines☆32Updated last month
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆27Updated 4 months ago
- Introduction to JAX Workshop @ ETH Zurich, 25 June 2024☆35Updated last month
- Python Active-subspaces Utility Library☆73Updated 4 years ago
- Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]☆32Updated last year
- Parameter space dimension reduction toolbox☆13Updated 2 years ago
- Python package for analyzing and representing droplets and emulsions☆12Updated 2 weeks ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 7 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated 2 months ago