As a professor specializing in AI, I believe a class is a place where nationality and borders do not exist. Despite the recent outbreak of war between Iran and the US-Israel coalition which halted promising negotiations, I remain committed to education. I will not allow a single session to be missed. Science knows no borders, and we will continue our journey together.

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Due to the US-Israel imposed war on Iran and nationwide internet restrictions, I have to postpone my classes temporarily. I deeply appreciate the supportive messages from my students abroad. We are eager to resume our sessions smoothly as soon as the connection is restored.

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What is Physics-Informed Neural Network (PINN) exactly?  Suppose a physical problem is defined in terms of a PDE. Traditional numerical methods such as finite difference or Runge-Kutta discretize the PDE and solve it on a mesh to find a solution. However, this approach can be computationally expensive for complex geometries or high dimensions. With the advancement of artificial intelligence, a type of neural network known as Physics-Informed Neural Networks (PINNs) has …

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