46 citations · 131 across the 14 of their papers we have counts for
4 papers · 1 filter
Multiscale mechanics of thermal gradient coupled graphene fracture: A molecular dynamics study
Hanfeng Zhai, Jingjie Yeo
The thermo-mechanical coupling mechanism of graphene fracture under thermal gradients possesses rich applications whereas is hard to study due to its coupled non-equilibrium nature…
Computational design of antimicrobial active surfaces via automated Bayesian optimization
Hanfeng Zhai, Jingjie Yeo
Biofilms pose significant problems for engineers in diverse fields, such as marine science, bioenergy, and biomedicine, where effective biofilm control is a long-term goal. The adh…
Multiscale Computational Modeling of Biofilm
Hanfeng Zhai
We review the computation models for biofilm and bacteria cells, providing perspectives on biofilm's various properties and potential serving as engineering living materials (ELMs)…
Comparison of Deep Learning and Deterministic Algorithms for Control Modeling
Hanfeng Zhai, Timothy Sands
Controlling nonlinear dynamics arise in various engineering fields. We present efforts to model the forced van der Pol system control using physics-informed neural networks (PINN)…