[P] Built a Interactive Web for PINN Solving the 2D Heat Equation

Reddit - Machine Learning 1 min read

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Hey everyone, I’ve been working on the idea of taking Scientific AI out of research notebooks and making it accessible as a useful real-time tool. I just finished the first interactive demo, and I’d love some feedback. I built and trained a 2D thermal simulation engine of two chips on a circuit board using Physics-Informed Neural Networks (PINNs), to solve the 2D heat equation. Exporting the trained model as ONNX, I build up a simple interactive web app in the browser which allows users to in...

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Originally published on March 25, 2026. Curated by AI News.

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