145 citations · 230 across the 7 of their papers we have counts for
7 papers
A Large-Language-Model Assisted Automated Scale Bar Detection and Extraction Framework for Scanning Electron Microscopic Images
Yuxuan Chen, Ruotong Yang, Zhengyang Zhang +2
Microscopic characterizations, such as Scanning Electron Microscopy (SEM), are widely used in scientific research for visualizing and analyzing microstructures. Determining the sca…
Multi-objective Generative Design of Three-Dimensional Composite Materials
Zhengyang Zhang, Han Fang, Zhao Xu +3
Composite materials with 3D architectures are desirable in a variety of applications for the capability of tailoring their properties to meet multiple functional requirements. By t…
Conformation-Induced Stiffening Effect of Crosslinked Polymer Thin Films
Zhengyang Zhang, Pei Bai, Yuhan Xiao +2
Nanoscale polymeric thin films are widely used in diverse applications such as energy devices, flexible electronics and biosensors, where a satisfactory mechanical performance is o…
Revealing atomistic mechanisms of gold-catalyzed germanium growth using molecular dynamics simulations
Zhiyi Wang, Jixin Wu, Yanming Wang
The vapor-liquid-solid (VLS) method is considered a plausible technique for synthesizing germanium (Ge) nanostructures (e.g. nanowires), which have a broad range of applications du…
Accelerating amorphous polymer electrolyte screening by learning to reduce errors in molecular dynamics simulated properties
Tian Xie, Arthur France-Lanord, Yanming Wang +8
Polymer electrolytes are promising candidates for the next generation lithium-ion battery technology. Large scale screening of polymer electrolytes is hindered by the significant c…
Topological origin of strain induced damage of multi-network elastomers by bond breaking
Yikai Yin, Nicolas Bertin, Yanming Wang +2
Elastomers that can sustain large reversible strain are essential components for stretchable electronics. The stretchability and mechanical robustness of unfilled elastomers can be…
Graph Dynamical Networks for Unsupervised Learning of Atomic Scale Dynamics in Materials
Tian Xie, Arthur France-Lanord, Yanming Wang +2
Understanding the dynamical processes that govern the performance of functional materials is essential for the design of next generation materials to tackle global energy and envir…