Code for the Master's thesis: "Evaluation and improvements to Mesh Graph Nets for Computational Fluid Dynamics Simulations" which is built on the open-source deep-learning framework modulus by NVIDIA.
☆16Jun 6, 2024Updated last year
Alternatives and similar repositories for modulus
Users that are interested in modulus are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆11Jan 7, 2025Updated last year
- Blood Flow Modeling with Physics-Informed Neural Networks☆19Jan 10, 2023Updated 3 years ago
- Papers and codes of Physics-informed Deep Compositional Operator Network☆13Oct 31, 2025Updated 5 months ago
- Laminar flow prediction using graph neural networks☆32Jan 17, 2025Updated last year
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆56May 30, 2023Updated 2 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.
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆46Jun 25, 2025Updated 9 months ago
- PyTorch implementations of Learning Mesh-based Simulation With Graph Networks☆237Dec 19, 2025Updated 3 months ago
- ☆13Feb 14, 2024Updated 2 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆319Jun 2, 2025Updated 10 months ago
- UDF files of urban microclimate used in Fluent☆16Dec 2, 2022Updated 3 years ago
- A collection of tools for pre-processing, simulating, and post-processing vascular fluid-structure-interaction problems☆15Mar 9, 2026Updated last month
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆37Nov 13, 2025Updated 4 months ago
- Fluid-Structure-Interaction in deal.II☆13Dec 15, 2025Updated 3 months ago
- Deep reinforcement learning with OpenFOAM☆51May 13, 2025Updated 10 months ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 3D reconstruction from point cloud data using voxel based method☆10Nov 6, 2019Updated 6 years ago
- [AAAI 2024 (Oral)] Safety-MuJoCo Environments.☆11Jun 4, 2024Updated last year
- Standardized Non-Intrusive Reduced Order Modeling☆13Nov 30, 2022Updated 3 years ago
- PINN for obtaining WSS from sparse data☆73Feb 21, 2024Updated 2 years ago
- A Flow Field Prediction Program & Multiple Spatio_temporal Attention (MSTA) Network & Multiple Fusion Attention (MFA) & Spatial Transform…☆17Mar 12, 2026Updated 3 weeks ago
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆336Jun 4, 2025Updated 10 months ago
- alphafold FAPE loss☆10Sep 28, 2021Updated 4 years ago
- Library for using the models trained in PhysicsNeMo in Engineering and CFD workflows☆90Updated this week
- Physics-informed neural network for solving fluid dynamics problems☆270Jan 28, 2021Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆98Feb 5, 2025Updated last year
- Fluent Corba interface☆14Jan 23, 2022Updated 4 years ago
- Programming with OpenFOAM is explained with a follow-along approach.☆11Oct 14, 2021Updated 4 years ago
- Generates a mesh from a binary image using OpenCV contours and Triangle library☆14Feb 17, 2023Updated 3 years ago
- Convert a mesh from VTK format to OpenFOAM☆11Jan 22, 2013Updated 13 years ago
- Designer scaffolded DNA DX-based wireframe lattices☆14Jul 28, 2018Updated 7 years ago
- Implementation of physics-informed PointNet (PIPN) for weakly-supervised learning of incompressible flows and thermal fields on irregular…☆14Jun 27, 2025Updated 9 months ago
- Simple programs used with the SimVascular application suite.☆13Oct 6, 2022Updated 3 years ago
- ☆19Dec 22, 2025Updated 3 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆80Nov 21, 2025Updated 4 months ago
- FSI simulations using OpenFOAM☆12Jul 10, 2020Updated 5 years ago
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms☆12Nov 4, 2024Updated last year
- SE(3) diffusion models for generating CDR loops☆10Feb 6, 2024Updated 2 years ago
- ☆15Jul 17, 2022Updated 3 years ago
- Dual mesh approach for solving phase field based brittle fracture problems☆13Jun 23, 2021Updated 4 years ago
- Optimal Control with PDEs solved by a Differentiable Solver☆15Aug 21, 2024Updated last year