83 citations · 386 across the 32 of their papers we have counts for
32 papers
Interpretable Material Spatial Intelligence for Discovery of Governing Microstructural Features
Mathieu Calvat, Gregory Sparks, Dhruv Anjaria +9
Many material systems exhibit complex spatial and temporal interactions across multiple length scales and modalities that govern macroscopic behavior. Although Machine Learning (ML…
Co-design Optimization of Moving Parts for Compliance and Collision Avoidance
Amir M. Mirzendehdel, Morad Behandish
Design requirements for moving parts in mechanical assemblies are typically specified in terms of interactions with other parts. Some are purely kinematic (e.g., pairwise collision…
Deep Neural Implicit Representation of Accessibility for Multi-Axis Manufacturing
George P. Harabin, Amir Mirzendehdel, Morad Behandish
One of the main concerns in design and process planning for multi-axis additive and subtractive manufacturing is collision avoidance between moving objects (e.g., tool assemblies)…
A multi-physics compiler for generating numerical solvers from differential equations
John T. Maxwell, Morad Behandish, Søren Taverniers
We develop a tool that enables domain experts to quickly generate numerical solvers for emerging multi-physics phenomena starting from a high-level description based on ordinary/pa…
A finite element method to compute the damping rate and frequency of oscillating fluids inside microfluidic nozzles
Søren Taverniers, Svyatoslav Korneev, Christoforos Somarakis +2
The computation of damping rates of an oscillating fluid with a free surface in which viscosity is small and surface tension high is numerically challenging. A typical application…
Model Consistency for Mechanical Design: Bridging Lumped and Distributed Parameter Models with A Priori Guarantees
Randi Wang, Vadim Shapiro, Morad Behandish
Engineering design often involves representation in at least two levels of abstraction: the system-level, represented by lumped parameter models (LPMs), and the geometric-level, re…