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.
☆18Jun 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 6 months ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆57May 30, 2023Updated 2 years ago
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆46Apr 23, 2026Updated 3 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Feb 14, 2024Updated 2 years ago
- PyTorch implementations of Learning Mesh-based Simulation With Graph Networks☆248Dec 19, 2025Updated 5 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆331Apr 16, 2026Updated last month
- 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 2 months ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆37Nov 13, 2025Updated 6 months ago
- Fluid-Structure-Interaction in deal.II☆13Updated this week
- Deep reinforcement learning with OpenFOAM☆51May 13, 2025Updated last year
- 3D reconstruction from point cloud data using voxel based method☆10Nov 6, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [AAAI 2024 (Oral)] Safety-MuJoCo Environments.☆11Jun 4, 2024Updated last year
- PINN for obtaining WSS from sparse data☆75Feb 21, 2024Updated 2 years ago
- Standardized Non-Intrusive Reduced Order Modeling☆13Nov 30, 2022Updated 3 years ago
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆345Jun 4, 2025Updated 11 months ago
- alphafold FAPE loss☆10Sep 28, 2021Updated 4 years ago
- Physics-informed neural network for solving fluid dynamics problems☆280Jan 28, 2021Updated 5 years ago
- ☆98Feb 5, 2025Updated last year
- Fluent Corba interface☆14Jan 23, 2022Updated 4 years ago
- Generates a mesh from a binary image using OpenCV contours and Triangle library☆14Feb 17, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- 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…☆15Jun 27, 2025Updated 10 months ago
- Real-time Computational Fluid Dynamics (C/C++, wxWidget)☆17Aug 21, 2023Updated 2 years ago
- Simple programs used with the SimVascular application suite.☆13Oct 6, 2022Updated 3 years ago
- ☆19Dec 22, 2025Updated 4 months 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
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆81Nov 21, 2025Updated 5 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆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
- Predict binding affinity of ligand-protein complexes using Graph Neural Networks. The model is implemented using PyTorch Geometric and ba…☆11Nov 26, 2022Updated 3 years ago
- Complex beam PDEs are solved using physics informed neural networks☆13Jun 5, 2024Updated last year
- Code and data for article "Learning nonlocal constitutive models with neural networks", CMAME☆12Sep 7, 2021Updated 4 years ago
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆10Jan 15, 2026Updated 4 months ago