Search
Now showing items 1-6 of 6
Towards Data and Model Interoperability for Industrial Extended Reality in Manufacturing
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Extended reality (XR) technologies have realized significant value for design, manufacturing, and sustainment processes. However, industrial XR, or XR implemented within industrial applications, suffers from scalability ...
Scalar Field Prediction on Meshes Using Interpolated Multiresolution Convolutional Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Scalar fields, such as stress or temperature fields, are often calculated in shape optimization and design problems in engineering. For complex problems where shapes have varying topology and cannot be parametrized, ...
Discovering Sequenced Origami Folding Through Nonlinear Mechanics and Topology Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Origami folding provides a novel method to transform two-dimensional (2D) sheets into complex functional structures. However, the enormity of the foldable design space necessitates development of algorithms to efficiently ...
Discovering Sequenced Origami Folding Through Nonlinear Mechanics and Topology Optimization
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: Origami folding provides a novel method to transform two-dimensional (2D) sheets into complex functional structures. However, the enormity of the foldable design space necessitates development of algorithms to efficiently ...
Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Machine-learned surrogate models to accelerate lengthy computer simulations are becoming increasingly important as engineers look to streamline the product design cycle. In many cases, these approaches offer the ability ...
Bayesian Optimization of Equilibrium States in Elastomeric Beams
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Architected elastomeric beam networks have great potential for energy absorption, multi-resonant vibration isolation, and multi-bandgap elastic wave control, due to the reconfigurability and programmability of their ...