LLNL / DD-NM-ROM
☆14Updated 8 months ago
Alternatives and similar repositories for DD-NM-ROM:
Users that are interested in DD-NM-ROM are comparing it to the libraries listed below
- ☆29Updated last year
- ☆51Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated last year
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆30Updated 2 years ago
- The VECMA toolkit for creating surrogate models of multiscale systems.☆19Updated 3 months ago
- FEniCS on GPU takes advantage of CUDA cores to solve SPARSE matrix using cuPy and SciPy libraries.☆18Updated 3 years ago
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆17Updated 2 years ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated 7 months ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 4 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆56Updated 2 years ago
- ☆17Updated 4 months ago
- ☆15Updated 2 years ago
- ☆30Updated 2 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆22Updated 3 months ago
- Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.☆72Updated 3 weeks ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆28Updated 6 months ago
- Multifidelity DeepONet☆31Updated last year
- ☆26Updated 9 months ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- Python interface for libROM, library for reduced order models☆61Updated 3 months ago
- ☆52Updated this week
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆28Updated last year
- A Python library for solving any system of hyperbolic or parabolic Partial Differential Equations. The PDEs can have stiff source terms a…☆58Updated 5 years ago
- Multi-fidelity reduced-order surrogate modeling☆22Updated this week
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆40Updated 9 months ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆52Updated 3 months ago
- ☆33Updated 2 weeks ago
- ☆12Updated 3 years ago