Machine Learning-assisted Physics-based Simulation & Control of Flexible Structures, Sensors and Soft Robots
Virtual: https://events.vtools.ieee.org/m/489214Advances in flexible, deployable, and deformable structures and sensors require efficient simulation tools that capture nonlinear geometry and material behavior. We propose a machine learning (ML) approach using neural networks (NN) to simplify simulations, enabling the creation of digital twins and facilitating sim-to-real transfer in structural mechanics. This talk presents a case study using neural […]