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Caltech AI4Science Bootcamp

Agenda

Day 1: Feb 13th, 2023

  • 12:30 PM - 01:30 PM: Welcome and Introduction to PDEs and Neural Operators
  • 01:30 PM - 02:00 PM: Getting started with NVIDIA compute
  • 02:00 PM - 02:15 PM: Break
  • 02:15 PM - 03:45 PM: Fourier Neural Operator (FNO), NeuralOp library, and learning the Navier-Stokes equations
  • Recording- passcode: RG$?n2?v

Day 2: Feb 14th, 2023

  • 12:30 PM - 02:00 PM: Introduction to Modulus, Physics Informed Neural Network (PINN), and Physics Informed Neural Operator (PINO)
  • 02:00 PM - 02:15 PM: Break
  • 02:15 PM - 04: 00 PM: Re-visiting the Navier-Stokes equations and Mini project
  • Recording- passcode: 2he6K@su

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  • Jupyter Notebook 100.0%