E-mail : hgf19960719@gmail.com
Academic qualifications
- Ph.D. Candidate in Geotechnical Engineering, Hong Kong Polytechnic University, 2022 - now
- M.Sc. in Civil Engineering, Sichuan University, China, 2020 – 2017
- B.Sc. in Water and Hydropower Engineering, Sichuan University, China, 2013 – 2017
Professional experience (University)
- Research assistant, The Hong Kong Polytechnic University, Hong Kong, China, 05/2021 - 12/2021
Professional experience (Industry)
- Junior Engineer , China Construction Third Bureau, 06/2020 - 04/2021
Research interests
- Prediction of soil water retention by artificial intelligence
- Steady-state liquefaction strength of soils
- Effects of soil liquefaction on slope stability
Topic 1：Analysis on impacts of elastoplastic distribution of surrounding rock in cold area
- Contribution: Understanding contribution of various factors on the distribution of plastic zone by M-C and H-K.
- Significance: Reducing construction risks and saving cost.
- He GF, Xiao ML, Liu, HG Research on Influencing Factors of Elastoplastic Distribution of Surrounding Rock in Cold Area Tunnel Based on Hoek-Brown Criterion. International Journal Hydroelectric Energy ,2020,38(02):130-134.
Topic 2：Constitutive modeling based on AI and its application
- Contribution: developed machine learning based models to predict soil mechanical properties such as time-dependent and path-dependent behaviors.
- Significance: building a straightforward framework to develop constitutive models with high accuracy for soil and reducing dependency on data.
