quest-lab-iisc / PINN_WakeTurbulenceModelLinks
☆25Updated last year
Alternatives and similar repositories for PINN_WakeTurbulenceModel
Users that are interested in PINN_WakeTurbulenceModel are comparing it to the libraries listed below
Sorting:
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- ☆30Updated 9 months ago
- Data preprocess method on Physics-informed neural networks☆22Updated 8 months ago
- ☆41Updated 3 years ago
- ☆12Updated 10 months ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆25Updated 9 months ago
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆35Updated 2 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆34Updated 3 years ago
- POD-PINN code and manuscript☆54Updated 11 months ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆27Updated last year
- Deep finite volume method☆22Updated last year
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆16Updated 4 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆20Updated 2 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆19Updated 2 years ago
- Transformed Generative Pre-Trained Physics-Informed Neural Networks (TGPT-PINN), a framework that extends Physics-Informed Neural Network…☆17Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆33Updated 3 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆26Updated last year
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆33Updated last year
- ☆17Updated last year
- Multi-fidelity reduced-order surrogate modeling☆25Updated 4 months ago
- This repository contains code for data-driven LES of two-dimensional turbulence.☆11Updated 3 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆33Updated 2 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆32Updated last year
- Multi-head attention network for airfoil flow field prediction☆15Updated 3 years ago
- Physics-guided neural network framework for elastic plates☆46Updated 3 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆53Updated last year
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆14Updated 3 years ago
- A Self-Training Physics-Informed Neural Network for Partial Differential Equations☆22Updated 2 years ago
- Physics-informed radial basis network☆32Updated last year