awesome-machine-learning-fluid-mechanics
github.com/ikespand/awesome-machine-learning-fluid-mechanics ↗Curated list for ML in FM
246
GitHub Stars
241
Curated Resources
11
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17 min ago
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FrameworksResearch ArticlesML-Focused EventsAvailable DatasetsOnline ResourcesBlogs and News ArticlesOngoing Research, Projects and LabsOpen-Source Codes, Tutorials and ExamplesCompanies Focusing on MLOpen-Source CFD CodesSupport Forums
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ML-Focused Events
- 1st International Symposium on AI and Fluid Mechanics (AIFLUIDs 2025)
- 33rd Parallel Computational Fluid Dynamics International Conference
- 4th Automotive CFD Prediction Workshop
- 629 - Data-driven fluid mechanics
Data-driven fluid mechanics
- AI and Data-driven Simulation Forum
- D3S3: Data-driven and Differentiable Simulations, Surrogates, and Solvers -- Workshop @ NeurIPS '24
Blogs and News Articles
- 4 Myths about AI in CFD
- A case for machine learning in CFD
- Accelerating CFD development from years to weeks with agentic AI and AWS
- Accelerating Product Development with Physics-Informed Neural Networks and NVIDIA Modulus
- A compiled list of projects from NVIDIA where AI and CFD were used
- A general purpose list for transitioning to data science and ML
Research Articles
- An Old-Fashioned Framework for Machine Learning in Turbulence ModelingEditorials
- Approaching machine learning problems in computational fluid dynamics and computer aided engineering applications: A Monograph for BeginnersBooks
- arXivOthers
- arXivReduced-Order Modeling Aided ML
- arXivApplied Large Language Models
- arXivApplied Large Language Models
Companies Focusing on ML
Ongoing Research, Projects and Labs
Support Forums
Showing a sample of 241 resources. View the full list on GitHub →