activity
20152025
most citedMachine learning the nuclear mass

119 citations · 178 across the 6 of their papers we have counts for

collaborators

6 papers

nucl-th2025

A novel filtering method for generating desired density profiles of colliding nuclei

Xilong Xiang, Manzi Nan, Pengcheng Li +3

Accurate modeling of the density profile is essential for studying heavy-ion collisions (HICs) with a transport model. Within the framework of the quantum molecular dynamics (QMD)-…

nucl-th2023★ 1 cited

Importance of physical information on the prediction of heavy-ion fusion cross section with machine learning

Zhilong Li, Zepeng Gao, Ling Liu +3

In this work, the Light Gradient Boosting Machine (LightGBM), which is a modern decision tree based machine-learning algorithm, is used to study the fusion cross section (CS) of he…

nucl-th2021★ 119 cited

Machine learning the nuclear mass

Zepeng Gao, Yongjia Wang, Hongliang Lü +3

Background: The masses of about 2500 nuclei have been measured experimentally, however more than 7000 isotopes are predicted to exist in the nuclear landscape from H (Z=1) to Og (Z…

nucl-th2018★ 16 cited

Collective flows of pions in Au+Au collisions at energies 1.0 and 1.5 GeV/nucleon

Yangyang Liu, Yongjia Wang, Qingfeng Li +1

Based on the newly updated version of the ultrarelativistic quantum molecular dynamics (UrQMD) model, the pion potentials obtained from the in-medium dispersion relation of the …

nucl-th2018★ 13 cited

The effect of Lorentz-like force on collective flows of K in Au+Au collisions at 1.5 GeV/nucleon}{The effect of Lorentz-like force on collective flows of in Au+Au collisions at 1.5 GeV/nucleon

Yushan Du, Yongjia Wang, Qingfeng Li +1

Producing kaon mesons in heavy-ion collisions at beam energies below their threshold energy is an important way to investigate the properties of dense nuclear matter. In this study…

nucl-th2015★ 29 cited

Residue cross sections of Ti-induced fusion reactions based on the two-step model

Ling Liu, Caiwan Shen, Qingfeng Li +3

Ti-induced fusion reactions to synthesize superheavy elements are studied systematically with the two-step model developed recently, where fusion process is divided into app…