Gang HUANG
Personal Data
- Institute of Theoretical Physics, Chinese Academy of Sciences, Beijing, China
- hg08@lzu.edu.cn
- Major:Statistical Mechanics
- Research:Density functional theory-base molecular dynamics, Vibrational SFG spectra
Education
Johannes Gutenberg University Mainz, PhD student 2011.10 - 2015.12
- Research project:Structure, dynamics and vibrational spectroscopy of the water-vapor interface
- Thesis: Structure, Dynamics and Vibrational Spectroscopy of Interfacial Alkali Nitrate and Alkali Halide Aqueous Solutions from ab initio Molecular Dynamics (opens new window)
Lanzhou University, Physics School, Master of Science 2008.9 - 2011.9
- Major: Statistical Mechanics
China West Normal University, Physics and Information Department 2004.9 - 2008.7
- Excellent graduate of CWNU
Work Experience
Lanzhou University, Teaching Assistant (Co:Prof. TAN Lei)
- Statistical mechanics and Thermal dynamics 2009.2-2009.7;
- Quantum mechanics 2009.9-2010.1
Institute of Modern Physcis, Chinese Academy of Sciences
- Intern, Lanzhou 2010.9-2010.12
Johannes Gutenberg University Mainz, Teaching Assistant
- Quantum field theory (co:Prof. Dr. H. MEYER) 2014.3-2014.8;
- Density functional theory and applications (co: Prof. Dr. M. SULPIZI) 2013.3-2013.8
Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai (visiting scholar) 2015.12-2016.6
- Project: Ab initio molecular dynamics,VSFG calculation (co:Prof. FANG Haiping)
Chengdu Technological University, Chengdu 2016.9 - 2019. 6
- General Physics and Experiments
- Programing, machine learning
Certificates
- Certificate from ColumbiaX: CSMM.101x: Artificial Intelligence (AI) course of study offered by Columbia University, Sep 15, 2018,ID: 1327b54ff3494dd29bf30b57733118e4
Scientific Publications
- Jie Huang, Gang Huang*, and Shiben Li*, A machine learning model to classify dynamic processes in liquid water (opens new window), ChemPhysChem, DOI:10.1002/cphc.202100599, 2021, Cover Article
- Jie Huang, Shiben Li*, Xinghua Zhang*, and Gang Huang, Neural Network Model for Structure Factor of Polymer Systems (opens new window), The Journal of Chemical Physics, 153 (12) 124902, 2020
- Xing Liu, Gang Huang, Kuan-Kan Hu, Nan Sheng, Chuanshan Tian, Y. Ron Shen, Yu-Chieh Wen, Guosheng Shi*, and Haiping Fang, Sharing of Na+ by Three −COO– Groups at Deprotonated Carboxyl-Terminated Self-Assembled Monolayer-Charged Aqueous Interface (opens new window), J. Phys. Chem. C 122, 16,9111-9116, DOI:10.1021/acs.jpcc.8b02065, 2018
- G. Huang*, A derivation of Expressing Feynman propagator in terms of a 4- momentum integral (opens new window), DOI:10.13140/RG.2.1.5081.0724, 2015
- L. W. Liu, L. Tan and G. Huang, Mechanical effects of light on the Ξ-type three-level atom in a high-finesse optical cavity (opens new window), Chin. Phys. B 20, 1 (2011) 014205, DOI:10.1088/1674-1056/20/1/014205;
- Y. Q. Zhang, G. Huang and L. Tan, Demonstration of the approximation of eliminating atomic excited populations in an atom cavity system (opens new window), Chin. Phys. B 21, 2 (2012) 023701, DOI:10.1088/1674-1056/21/2/023701
Talks
- Structural and dynamical properties of water clusters with alkali nitrate and the water/vapor interface,Deutsche Physikalische Gesellschaft, 2013.4, Regensburg
- Machine learning in condensed matter physics, CWNU,Nanchong,2018.10
Skills
- Fortran, Python
- CP2K, LAMMPS