Very insightful both from a computational and from a physical perspective
Anonymous
Pinned
Great introduction to PINNs presenting clearly physical and implementation details. Requires very little understanding of python and pytorch.
Anonymous
Pinned
Excellent course! The worksheets made complex topics easy to follow and covered a lot of areas. Highly recommended for anyone wanting a practical introduction to PINNs.
Soph Dubois
Pinned
I found Mastering CFD PINNs: A Coding Guide to be very insightful and well-structured. The explanations were clear, and the coding examples made complex concepts much easier to understand and apply. It’s a valuable resource for anyone looking to explore the intersection of CFD and physics-informed neural networks. I appreciate the effort that went into creating this guide and would definitely recommend it to others
27 hands-on Jupyter notebooks | PyTorch | All three series
Mastering CFD PINNs: A Coding Guide
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4.9/5
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About me
Coming from a mechanical engineering background, I know how steep the ML learning curve can feel. I’m sharing everything I’ve learned about PINNs to help you skip the frustration.
Go from a blank script to a physics-validated model in a single weekend!
