AI for Partial Differential Equations

This module covers a brief traditional numerical methods, Physics-Informed Neural Networks (PINNs), and cutting-edge generative models for PDE solving.

What You'll Learn

• Numerical Methods: Finite difference, finite element, and spectral methods
• Physics-Informed Neural Networks: Lagaris method and Raissi's PINNs
• Generative Models: Diffusion models for PDE solving
• State-of-the-Art Techniques: Latest advances in AI-driven PDE solutions