Multi-Layer Perceptron
Physics-Informed Neural Networks (PINNs)
DeepONet: Operator Learning with Neural Networks
Differentiable Simulation
Graph Neural Network
Lab Setup

The Function Approximation Challenge

Consider this question: Can we learn to approximate \(u(x) = \sin(\pi x)\) by observing only sparse data points?

Let's explore this with a concrete example.

Back
 
Next
©  |   Cornell University    |   Center for Advanced Computing    |   Copyright Statement    |   Access Statement
CVW material development is supported by NSF OAC awards 1854828, 2321040, 2323116 (UT Austin) and 2005506 (Indiana University)