梁貴芹 （講師）

一、個人簡介

梁貴芹，女，碩士，講師，主要研究方向為機器學習應用。2012年獲西南交通大學碩士學位，先後參與多項省部級科研，主持廣西中青年項目1項。近來以第一作者或通信作者發表學術論文5篇。

二、代表性的項目

（1）廣西中青年項目：基于機器學習的鈣钛礦材料研究，（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，通訊作者)

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)