LLNL / LaSDILinks
☆54Updated 2 years ago
Alternatives and similar repositories for LaSDI
Users that are interested in LaSDI are comparing it to the libraries listed below
Sorting:
- ☆30Updated last year
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆34Updated last week
- Python interface for libROM, library for reduced order models☆61Updated this week
- Using NVIDIA modulus for airfoil optimizations at different angles.☆23Updated 2 years ago
- A Python library for training neural ODEs.☆25Updated 6 months ago
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆115Updated 3 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆20Updated 4 years ago
- Dimension reduced surrogate construction for parametric PDE maps☆37Updated this week
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆73Updated last month
- ☆27Updated last year
- ☆116Updated 6 years ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- Easy Reduced Basis method☆86Updated last month
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- A machine learning boosted parallel-in-time differential equation solver framework.☆27Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- Example problems in Physics informed neural network in JAX☆80Updated 2 years ago
- A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms a…☆60Updated 5 years ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆102Updated last year
- Spectral Methods in Python☆58Updated 3 months ago
- RBniCS - reduced order modelling in FEniCS (legacy)☆110Updated 5 months ago
- Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods☆222Updated 2 months ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis☆55Updated 2 years ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 5 years ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆93Updated 3 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆104Updated 2 weeks ago
- Comparison of various numerical methods for computational fluid dynamics☆73Updated 3 months ago
- Deep learning framework for model reduction of dynamical systems☆21Updated 4 years ago