Ana Simoes

Peloton’s unique combination of hardware platforms and software features, as well as its rich content catalog, presents an interesting set of challenges and opportunities for personalizing its members’ experiences.

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.