刘晓斌（副教授）

      一、个人简介

刘晓斌，男，博士，副教授，硕士生导师。研究方向为电子信息材料与器件的人工智能驱动设计与优化。获西安交通大学电子科学与技术专业博士学位，现任电子元器件关键材料与技术专业委员会委员。先后主持或参与国家级、省部级科研项目共5项；近年来，以第一作者或通信作者发表学术论文10余篇。

二、代表性的项目

(1)广西自然科学基金重点项目：人工智能驱动的微波介电材料及器件智能设计与性能调控机制研究(AI4S)，主持，30万元，在研。

(2)广西自然科学基金青年项目：磷酸锂铋化合物陶瓷的制备、结构与微波介电性能及离子导电特性研究，主持，10万元，已结题。

(3)广西科技计划项目：层状半导体纳米材料的制备、光催化性能及其机理研究，主持，12万元，已结题。

三、代表性的成果

1. Gao Ziheng, Shao Ning, Liu Xiaobin*, Zhou Huanfu, Enhanced Core Loss Prediction through a Hybrid Fully Connected Neural Network with LSTM and Convolutional Layers and Model Interpretability via SHAP Analysis, Electric Power Systems Research, 250(2026) 112157.(SCI3区)

2. Liu Xiaobin, Shao Ning, Huang Qiuxia, Zhang Lei, Gao Ziheng, Tian Yapeng, Wang Haiquan, Zhou Huanfu, Enhanced permittivity prediction in microwave dielectric ceramics and structure-property insights via CGCNN combined with GNNExplainer, Materials Today Chemistry, 49 (2025) 103088.(SCI1区)

3. Liu Xiaobin, Huang Qiuxia, Su Chang, Shao Ning, Zhang Lei, Tian Yapeng, Zhou Huanfu, Deep learning enhanced prediction of microwave dielectric constant of spinel ceramics eliminating manual feature engineering, Materials Today Physics, 54 (2025) 101723.(SCI1区)

4.Liu Xiaobin, Su Chang, Huang Qiuxia , Yang Shenghui, Zhang Lei, Xie Xiaolan, Zhou Huanfu, Machine learning enhanced prediction of permittivity of spinel microwave dielectric ceramics compared to traditional C-M calculation, Model Simul Mater Sc, 32 (2024), 035002.(SCI3区)

5.Yang Shenghui, Liu Xiaobin*, Tan Tianjian , Zhang Lei, Su Chang, Zhou Huanfu, Xie Xiaolan. Realization of superhuman intelligence in microstrip filter design based on clustering-reinforcement learning. Applied Intelligence, 2023, 53:22938–22951.（SCI2区）

6.Wei Xiaoli, He Yinghan, Liu Kaiyang, Gao Pengxiang, Chen Xiuli, Liu Xiaobin*, Huanfu Zhou*, Sintering behavior, crystal structure, and microwave dielectric properties of a novel diopside SrMgGe2O6 ceramic and adjustment of its τf value, Ceramics International, 2023, 49(9):13807-13815.(SCI1区)

7.Liu Xiaobin, Yang Shenghui, Wang Haiquan, Wang Kangguo, Xie Xiaolan, Zhou Huanfu, New lithium bismuth phosphate ceramic: crystal structure, microstructure, microwave dielectric properties and co-firing compatibility with aluminum electrode, Journal of Materials Science: Materials in Electronics, 2022, 33: 10114-10120.(SCI4区)

8.Wang Kangguo, Zhou Huanfu⁎, Liu Xiaobin*, Sun Wendong, Chen Xiuli, Ruan Hong, A lithium aluminium borate composite microwave dielectric ceramic with low permittivity, near-zero shrinkage, and low sintering temperature. Journal of the European Ceramic Society,2019, 39:1122–1126.(SCI1区)

9.Liu Xiaobin, Wang Zhenyu, Chen Peng, Zhou Huanfu, Kong Ling Bing, Niu, Chunming, Que Wenxiu*, New insights into the electronic structure and photoelectrochemical properties of nitrogen-doped HNb3O8 via a combined in situ experimental and DFT investigation, ACS Applied Materials & Interfaces, 2017.12.13, 9(49)：42751-42760.(SCI1区)

10.Liu Xiaobin, Zhou Huanfu*, Chen Xiuli, Fang Liang, Phase structure and microwave dielectric properties of (1-x)Li2Zn3Ti4O12-xTiO2 ceramics, Journal of Alloys and Compounds, 2012.2.25, 515：22- 25.(SCI2区)

11.Liu Xiaobin, Zhou Huanfu*, Liang Fang, Chen Xiuli, Wang Wei, Wang Cheng, He Fen, Novel series of low-firing microwave dielectric ceramics: (1-x)Li3Bi2P3O12-xTiO2, Journal of the American Ceramic Society, 2012.11, 95(11)：3357 - 3359.(SCI2区)

12.刘晓斌; 邵宁; 黄秋霞; 张磊; 周焕福, 一种基于晶体图卷积神经网络的微波介质陶瓷介电常数预测方法。（专利）

13.刘晓斌; 黄秋霞; 苏畅; 邵宁; 张磊; 周焕福,一种基于成分限制的注意力卷 积网络的尖晶石陶瓷微波介电常数预测方法。（专利）

14.刘晓斌;苏畅;黄秋霞;杨盛晖;张磊;谢晓兰;周焕福, 一种基于机器学习的尖晶石结构微波介质陶瓷介电常数预测方法。（专利）

15.刘晓斌;张磊;杨盛晖;苏畅;黄秋霞;周焕福;谢晓兰, 一种基于深度强化学习微波器件鲁棒性可调的设计方法。（专利）

16.刘晓斌,蒋梅梅,谭天健,周焕福,王海泉,一种铝电极共烧的低成本低介微波介质陶瓷及其制备方法。（专利）

17.刘晓斌，谭天健，蒋梅梅，周焕福，王海全，一种5G高通LTCC滤波器。（专利）

18.刘晓斌; 周焕福; 陈秀丽; 王一良; 方亮, BaO-Li2O-Nb2O5-Sb2O5微波介质陶瓷材料的制备方法。（专利）

19.刘晓斌; 周焕福; 陈秀丽; 王一良; 方亮, 低固有烧结温度微波介质陶瓷材料及其制备方法。（专利）

四、学生培养

已培养研究生6名，全部顺利就业。其中，1名学生考取国家公务员，另有学生分别进入高校和国企工作。培养期间，学生科研表现突出，人均发表SCI论文1篇以上，1人荣获国家奖学金。