Srinivas Tadepalli

The future of high-tech and healthcare will increasingly rely on complex high performance computing (HPC) simulations running on AWS. Join this session to see a demo of how organizations are using AWS for demanding simulation workloads.

In this chalk talk, learn about a new physics-informed neural network (PINNs) framework for simulations on PyTorch for fast-to-compute and highly accurate models for various applications. The computational cost associated with multi-physics simulations often impose serious limitations for design space exploration, optimization, and uncertainty quantification.