Zhengwu Long

Fusing generative AI and ML-FFs for inverse design and high-fidelity dynamic simulation of fused-ring aromatic hydrocarbons

Zhengwu Long, Lingyun You

Multiscale Interpretable Deep Learning Framework for Identification and Visualization of Deformation Stages in Molecular Dynamics Trajectories

Zhengwu Long, Lingyun You

Microscopic deformation stage recognition from molecular dynamics (MD) trajectories is crucial for understanding the evolution of material damage; however, traditional empirical analysis and black-box single deep learning models lack both high-throughput spatiotemporal modeling a…Read more

Multiscale Interpretable Deep Learning Framework for Identification and Visualization of Deformation Stages in Molecular Dynamics Trajectories

Zhengwu Long, Lingyun You

Microscopic deformation stage recognition from molecular dynamics (MD) trajectories is crucial for understanding the evolution of material damage; however, traditional empirical analysis and black-box single deep learning models lack both high-throughput spatiotemporal modeling a…Read more