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cond-mat.dis-nn2024★ 1 cited
Physics-integrated Neural Network for Quantum Transport Prediction of Field-effect Transistor
Xiuying Zhang, Linqiang Xu, Jing Lu +2
Quantum-mechanics-based transport simulation is of importance for the design of ultra-short channel field-effect transistors (FETs) with its capability of understanding the physica…
cond-mat.mtrl-sci2024★ 1 cited
Scalable Crystal Structure Relaxation Using an Iteration-Free Deep Generative Model with Uncertainty Quantification
Ziduo Yang, Yi-Ming Zhao, Xian Wang +6
In computational molecular and materials science, determining equilibrium structures is the crucial first step for accurate subsequent property calculations. However, the recent di…