Learning Neural Network
Neural networks are the “beating heart” of modern LLM-based AI systems, driving everything from image recognition to natural language processing. In this 2-hour lecture, we’ll explore the foundational concepts of …
Introduction to Physics-Informed Neural Networks (PINNs)
This workshop introduces physics-informed neural networks (PINNs), a machine-learning approach that can complement or provide an alternative to traditional scientific computing methods such as finite difference, finite volume, and finite …