66 citations · 71 across the 3 of their papers we have counts for
3 papers
Neural Network Layers for Prediction of Positive Definite Elastic Stiffness Tensors
Charles F. Jekel, Kenneth E. Swartz, Daniel A. White +2
Machine learning models can be used to predict physical quantities like homogenized elasticity stiffness tensors, which must always be symmetric positive definite (SPD) based on co…
Computational Design of Microarchitected Flow-Through Electrodes for Energy Storage
Victor A. Beck, Jonathan J. Wong, Charles F. Jekel +4
Porous flow-through electrodes are used as the core reactive component across electrochemical technologies. Controlling the fluid flow, species transport, and reactive environment…
Another source of mesh dependence in topology optimization
Miguel A. Salazar de Troya, Geoffrey M. Oxberry, Cosmin G. Petra +1
The topology optimization community has regularly employed nonlinear programming (NLP) algorithms from the operations research community. However, these algorithms are implemented…