The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. In this repository, we will walk through the process of generating a 2D flow simulation for the Lid Driven Cavity (LDC) flow using Nvidia Modulus framework.
☆16Dec 14, 2021Updated 4 years ago
Alternatives and similar repositories for DeepPDE-LidDrivenCavityFlow
Users that are interested in DeepPDE-LidDrivenCavityFlow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository introduces Partial Differential Equation Solver using neural network that can learn resolution-invariant solution operato…☆17Nov 23, 2021Updated 4 years ago
- All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the…☆13Nov 7, 2019Updated 6 years ago
- 这是一个基于 Python 有限元理论，算法与应用的仓库☆14Oct 18, 2019Updated 6 years ago
- Official Github Repository for paper "Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (…☆13Jun 10, 2023Updated 2 years ago
- Thinner version of pipe or cylinder geometry with snappyHexMesh☆12Dec 13, 2021Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Python package for automatically superimposing data sets to create a master curve, using Gaussian process regression and maximum a poster…☆12Feb 20, 2023Updated 3 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆41May 12, 2022Updated 3 years ago
- 2D incompressible Navier Stokes solver written in Python for a lid-driven cavity☆39Nov 6, 2025Updated 5 months ago
- Course slides☆12Jan 14, 2025Updated last year
- Large Language Models in Molecular Embeddings☆12May 1, 2024Updated 2 years ago
- Source code for Single-step Retrosynthesis Prediction by Leveraging Commonly Preserved Substructures☆15Jun 9, 2023Updated 2 years ago
- This Python script solves the Navier-Stokes equations using Physics-Informed Neural Network. This approach enables the modeling of fluid …☆17Mar 19, 2024Updated 2 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆24Nov 29, 2022Updated 3 years ago
- ☆12Apr 18, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆10Dec 17, 2019Updated 6 years ago
- A MAC (Marker-And-Cell) solver written in Taichi☆10Aug 30, 2022Updated 3 years ago
- ☆14Mar 28, 2019Updated 7 years ago
- Phase field solver for OpenFOAM v3.0.0☆13Jan 2, 2019Updated 7 years ago
- A curated list of awesome engineer design papers, including airfoil design, 3D print, CAD design☆25Sep 27, 2024Updated last year
- PINN in solving Navier–Stokes equation☆134Jun 7, 2020Updated 5 years ago
- TensorFlow PINN study for a couple of Fokker-Planck equations.☆13Jun 23, 2022Updated 3 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆162Jul 16, 2020Updated 5 years ago
- Using NVIDIA modulus for airfoil optimizations at different angles.☆25Apr 5, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- 🌌 Applications of Physics-Informed ML: A collection of notebooks from my Masters research, exploring how machine learning can solve scie…☆11Updated this week
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆13May 3, 2021Updated 5 years ago
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆10Jan 15, 2026Updated 3 months ago
- LaTeX Examples Document Source☆11Apr 9, 2024Updated 2 years ago
- DRLFluent: a distributed co-simulation framework coupling reinfocement learning and computational fluids dynamics on HPC.☆13May 27, 2025Updated 11 months ago
- ☆11May 6, 2024Updated last year
- This repository contains the MATLAB implementation of popular numerical methods in Computation Fluid dynamics. Starting from simple meth…☆11Dec 3, 2021Updated 4 years ago
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆16Aug 24, 2024Updated last year
- cane Mutiphysics is a framework for numerical simulations in engineering. cane has a BSD license Its input is made using GiD whereas the …☆15Feb 21, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Source code for paper "A Marker-and-Cell Method for Large-Scale Flow-Based Topology Optimization on GPU"☆10Feb 26, 2022Updated 4 years ago
- ☆16Oct 29, 2023Updated 2 years ago
- Spectral methods in matlab☆12Mar 27, 2025Updated last year
- Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.☆15Mar 31, 2025Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆42Jun 24, 2022Updated 3 years ago
- A cli tool helping memorizing 3000 core GRE vocabulary words☆11Jan 19, 2024Updated 2 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆222Feb 21, 2023Updated 3 years ago