activity
20202023
most citedFormation of interstellar complex polycyclic aromatic hydrocarbons: Insights from molecular dynamics simulations of dehydrogenated benzene

26 citations · 58 across the 4 of their papers we have counts for

collaborators

4 papers

astro-ph.SR2023★ 9 cited

Evolution of Fullerenes in Circumstellar Envelopes by Carbon Condensation: Insights from Reactive Molecular Dynamics Simulations

Zhisen Meng, Zhao Wang

Fullerenes, including \ce{C60} and \ce{C70}, have been detected in various astronomical environments. Understanding how their structures evolve over time is essential for gaining i…

astro-ph.GA2023★ 12 cited

Machine-learning identified molecular fragments responsible for infrared emission features of polycyclic aromatic hydrocarbons

Zhisen Meng, Yong Zhang, Enwei Liang +1

Machine learning feature importance calculations are used to determine the molecular substructures that are responsible for mid and far-infrared (IR) emission features of neutral p…

astro-ph.GA2021★ 11 cited

Machine Learning interpretation of the correlation between infrared emission features of interstellar polycyclic aromatic hydrocarbons

Zhisen Meng, Xiaosi Zhu, Peter Kovacs +2

Supervised machine learning models are trained with various molecular descriptors to predict infrared emission spectra of interstellar polycyclic aromatic hydrocarbons. We demonstr…

astro-ph.GA2020★ 26 cited

Formation of interstellar complex polycyclic aromatic hydrocarbons: Insights from molecular dynamics simulations of dehydrogenated benzene

Meriem Hanine, Zhisen Meng, Shiru Lu +4

Small organic molecules are thought to provide building blocks for the formation of complex interstellar polycyclic aromatic hydrocarbons (PAHs). However, the underlying chemical m…