Physics-Informed Neural Networks (PINNs)

Embed differential equations (ODEs/PDEs) directly into neural network loss functions using PyTorch and Automatic Differentiation. This AI/ML & Scientific Computing curriculum is designed to give you hands-on experience and deep conceptual understanding. Across 4 intensive modules, you'll tackle real-world challenges and build practical projects that reinforce your learning. By the end of this journey, you'll have the skills and proof of work to demonstrate your expertise.