PKU-CMEGroup / AERO-TutorialLinks
☆20Updated 4 months ago
Alternatives and similar repositories for AERO-Tutorial
Users that are interested in AERO-Tutorial are comparing it to the libraries listed below
Sorting:
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆38Updated 2 years ago
- ☆33Updated 11 months ago
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆18Updated last year
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆33Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆35Updated last year
- Neural Galerkin☆16Updated 2 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆57Updated 11 months ago
- Sparse Physics-based and Interpretable Neural Networks☆52Updated 4 years ago
- Modified Meshgraphnets with more features☆57Updated 11 months ago
- ☆12Updated last month
- PINNs for 2D Incompressible Navier-Stokes Equation☆57Updated last year
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 7 years ago
- Physics-informed radial basis network☆34Updated last year
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆35Updated 2 years ago
- Multi-fidelity reduced-order surrogate modeling☆29Updated 6 months ago
- MIONet: Learning multiple-input operators via tensor product☆43Updated 3 years ago
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆11Updated 4 months ago
- PDE Preserved Neural Network☆59Updated 7 months ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated last month
- ☆117Updated 11 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- A GNN-based PDE solver without pre-computed data☆38Updated 6 months ago
- ☆27Updated 2 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- ☆27Updated last year
- A Self-Training Physics-Informed Neural Network for Partial Differential Equations☆22Updated 2 years ago
- ☆47Updated 4 months ago
- ☆11Updated last year