61 citations · 267 across the 23 of their papers we have counts for
5 papers · 1 filter
FRC-TOuNN: Topology Optimization of Continuous Fiber Reinforced Composites using Neural Network
Aaditya Chandrasekhar, Amir Mirzendehdel, Morad Behandish +1
In this paper, we present a topology optimization (TO) framework to simultaneously optimize the matrix topology and fiber distribution of functionally graded continuous fiber-reinf…
Modeling of porous lithium metal electrodes: turning the Li-dendrite problem around
Giovanna Bucci, Tushar Swamy, W. Craig Carter +1
The properties of rechargeable lithium-ion batteries are determined by the electrochemical and kinetic properties of their constituent materials as well as by their underlying micr…
Accelerating Part-Scale Simulation in Liquid Metal Jet Additive Manufacturing via Operator Learning
Søren Taverniers, Svyatoslav Korneev, Kyle M. Pietrzyk +1
Predicting part quality for additive manufacturing (AM) processes requires high-fidelity numerical simulation of partial differential equations (PDEs) governing process multiphysic…
AI Research Associate for Early-Stage Scientific Discovery
Morad Behandish, John Maxwell, Johan de Kleer
Artificial intelligence (AI) has been increasingly applied in scientific activities for decades; however, it is still far from an insightful and trustworthy collaborator in the sci…
Surrogate Modeling for Physical Systems with Preserved Properties and Adjustable Tradeoffs
Randi Wang, Morad Behandish
Determining the proper level of details to develop and solve physical models is usually difficult when one encounters new engineering problems. Such difficulty comes from how to ba…