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:
- Gaussian process-based interpretable latent space dynamics identification through deep autoencoder☆35Updated last week
- ☆30Updated last year
- Using NVIDIA modulus for airfoil optimizations at different angles.☆23Updated 2 years ago
- Python interface for libROM, library for reduced order models☆61Updated last month
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆75Updated 3 months ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated last year
- Example problems in Physics informed neural network in JAX☆81Updated 2 years ago
- ☆28Updated last year
- Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed c…☆116Updated 3 years ago
- A Python library for training neural ODEs.☆25Updated 7 months ago
- Dimension reduced surrogate construction for parametric PDE maps☆38Updated last month
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆21Updated 4 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Data-driven model reduction library with an emphasis on large scale parallelism and linear subspace methods☆223Updated last week
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆104Updated last year
- A machine learning boosted parallel-in-time differential equation solver framework.☆27Updated 2 years ago
- ☆116Updated 6 years ago
- A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms a…☆61Updated 5 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆26Updated last year
- RBniCS - reduced order modelling in FEniCS (legacy)☆112Updated 7 months ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated 3 weeks ago
- Easy Reduced Basis method☆87Updated last month
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆64Updated 3 years ago
- The algorithmic differentation tool pyadjoint and add-ons.☆105Updated this week
- PyTorch-FEniCS interface☆102Updated 4 years ago
- ☆42Updated 5 years ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆69Updated 2 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆112Updated 3 weeks ago
- ☆56Updated this week
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆35Updated 2 years ago