梁贵芹 （讲师）

一、个人简介

梁贵芹，女，硕士，讲师，主要研究方向为机器学习应用。2012年获西南交通大学硕士学位，先后参与多项省部级科研，主持广西中青年项目1项。近来以第一作者或通信作者发表学术论文5篇。

二、代表性的项目

（1）广西中青年项目：基于机器学习的钙钛矿材料研究，（2023－2024），主持

三、代表性的成果

Gui-Qin Liang, Jian Zhang, A machine learning model for screening thermodynamic stable lead-free halide double perovskites, Computational Materials Science, (2022)204:111172. (SCI)

Gui-Qin Liang, Xuan Chen, Bing-Yu Jiang, Chun-Song Jiang. Fatigue life prediction of concrete under cyclic compression based on gradient boosting regression tree. MATERIALS AND STRUCTURES, 2023:56(9). (SCI)

Chun-Song Jiang，Gui-Qin Liang.Modeling shear strength of medium- to ultra-high-strength concrete beams with stirrups using SVR and genetic algorithm. Soft Computing (2021) 25:10661–10675. (SCI)

Chun-Song Jiang, Xuan Chen, Bing-Yu Jiang, Gui-Qin Liang. Hybrid genetic algorithm and support vector regression for predicting the shear capacity of recycled aggregate concrete beam. Soft Computing (2023). (SCI，通讯作者)

Gui-qin Liang, Chun-song Jiang, Qiuzhe Ping & Xinyi Jiang. Academic performance prediction associated with synchronous online interactive learning behaviors based on the machine learning approach. Interactive Learning Environments,2023:1-16. (SSCI)