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Ceyron / machine-learning-and-simulation

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
MIT License
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Dynamic Boundary Condition in PINNs #16

Closed svkarash closed 8 months ago

svkarash commented 8 months ago

Dear @Ceyron I am dealing with a fluid dynamics problem involving a water tank, surface waves, and a set of partial differential equations (PDEs) along with boundary conditions. I am interested in using Physics Informed Neural Networks particularly DeepXDE library to solve this system, but I encountered issues with definition of boundary conditions and initial conditions. the code and explanation are available in the link below. I would appreciate it if you could take a look at the problem.

https://github.com/lululxvi/deepxde/issues/1565

Ceyron commented 8 months ago

Hi @svkarash, I'm afraid I am not familiar with the DeepXDE library and can't help you with your problem. I am sorry.