实验师
硕士生导师
Email:shunbohu@shu.edu.cn
研究方向:功能材料理论设计、文物劣化机理、文保信息学
个人简介:
长期从事与人工智能技术结合的功能材料设计与应用;主要研究方向涉及:基于AI4Science下的物理引导(Physics-guided)/信息(Physics-Informed )神经网络的算法开发,可解释人工智能在功能材料研发场景中的机制分析与应用,基于大语言模型(LLM)的自动化信息抽取以及多模态材料信息数据库构建,运用密度泛函理论开展功能材料的多尺度理论设计与模拟。累计发表SCI论文50多篇(以第一作者或通讯作者发表18篇);发表中文核心期刊6篇;软件著作权8项,授权发明专利1项。
教育背景:
2006-2010,本科,上海大学,应用物理学
2010-2013,硕士,上海大学,无线电物理
2013-2017,博士,上海大学,凝聚态物理
工作经历:
2017-2019,实验师,上海大学,材料基因组工程研究院
2019-2022,博士后,上海大学,材料基因组工程研究院
科研论文:
[1] Fanhao Jia, Shaowen Xu, Shunbo Hu*, Jianguo Chen, Yongchen Wang, Yuan Li, Wei Ren*, Jinrong Cheng*, Understanding the intrinsic piezoelectric anisotropy of tetragonal ABO3 perovskites through a high-throughput study, npj Computational Materials, 2025, 11(1). (SCIE, JCR Q1/中科院一区TOP)
[2] Yue Wu, Tianhao Su, Bingsheng Du, Shunbo Hu*, Jie Xiong*, Deng Pan*, Kolmogorov–Arnold Network Made Learning Physics Laws Simple, The Journal of Physical Chemistry Letters, 2024, 15(50) , 12393-12400. (SCIE, JCR Q1/中科院一区)
[3] Ruiling Gao, Chao Liu, Bowen Shi, Yongchang Li*, Bing Luo, Rui Chen, Wenbin Ouyang, Heng Gao, Shunbo Hu*, Yin Wang, Dongdong Li, Wei Ren*, Structural and Ferroelectric Transition in Few-Layer HfO2 Films by First Principles Calculations, Chinese Physics Letters, 2024,41(8) . (SCIE, JCR Q1/中科院一区 TOP)
[4] Xuli Cheng, Shaowen Xu*, Tao Hu, Shunbo Hu*, Heng Gao, David J Singh, Wei Ren*, First-principles predictions of room-temperature ferromagnetism in orthorhombic MnX2 (X = O, S) monolayers, Physical Chemistry Chemical Physics, 2024, 26(12) , 9170-9178. (SCIE, JCR Q1/中科院二区)
[5] Wenliang Yao, Bowen Shi, Shunbo Hu*, Peng Zhang, Jinyang Xi*, Yin Wang, David J Singh, Wei Ren*, Temperature-induced band gap renormalization in Mg2Si and Mg2Sn, Physical Review B, 2023, 108(15) . (SCIE, JCR Q2/中科院二区)
[6] Yuxue Wang, Tianhao Su, Yaning Cui, Xianzhe Ma, Xue Zhou, Yin Wang, Shunbo Hu*, Wei Ren*, Cuprate superconducting materials above liquid nitrogen temperature from machine learning, RSC advances, 2023,13(29) , 19836-19845. (SCIE, JCR Q2/中科院三区)
[7] Peng Zhang, Zimo Zhou, Shunbo Hu*, Heng Gao*, and Yin Wang, Tunable Intrinsic Spin Hall Conductivity in BiTeI by Ap plying Hydrostatic Pressure, Journal of Applied Physics, 2022, 132, 203903. (SCIE, JCR Q2/中科院三区)
[8] Wenliang Yao, Shunbo Hu*, Fanhao Jia, Jeffrey R. Reimers, Yin Wang, David J. Singh and Wei Ren*. Lattice Strain and Band Overlap of the Thermoelectric Composite Mg2Si1-xSnx, Physical Review B, 2022, 106:004300 . (SCIE, JCR Q2/中科院二区)
[9] Wen Jiang, Chang Liu, Xiaonan Ma, Xing Yu, Shunbo Hu*, Xi Li, Lee A. Burton, Yu Liu, Yangyang Chen*, Pan Guo, Xiangyang Kong, Laurent Bellaiche, and Wei Ren*, Anomalous ferroelectricity and double-negative effects in bilayer hexagonal boron nitride, Physical Review B, 2022, 106:054104 . (SCIE, JCR Q2/中科院二区)
[10] Lingyao Zhang, Tianhao Su, Musen Li, Fanhao Jia*, Shunbo Hu*, Peihong Zhang, Wei Ren*, Accurate Band Gap Prediction Based on an Interpretable Δ-Machine Learning, Materials Today Communications, 2022, 104630. (SCIE, JCR Q2/中科院三区)
[11] Bin Luo, Xiaonan Ma, Junjie Liu, Wei Wu, Shunbo Hu*, Heng Gao, Fanhao Jia and Wei Ren*. Enhanced Photogalvanic Effect in a 2D Ferroelectric ZrI2 by Interlayer Sliding, Physica E: Low-dimensional Systems and Nanostructures, 2022, 142:115297 . (SCIE, JCR Q2/中科院二区)
[12] Jing Ni, Shunbo Hu*, Musen Li, Fanhao Jia*, Guanhua Qin, Qiang Li, Zimo Zhou, Fangxing Zha*, Wei Ren and Yin Wang. Accurate Band Offset Prediction of Sc2O3/GaN and θ-Al2O3/GaN Heterojunctions using Dielectric Dependent Hybrid Functional, ACS Applied Electronic Materials, 2022, 4 (6), 2747-2752. (SCIE, JCR Q1/中科院三区)
[13] Fanhao Jia, Shunbo Hu*, Shaowen Xu, Heng Gao, Guodong Zhao, Paolo Barone, Alessandro Stroppa* and Wei Ren*. Persistent Spin-texture and Ferroelectric Polarization in 2D Hybrid Perovskite Benzylammonium Lead-halide, The Journal of Physical Chemistry Letter, 2020, 11 (13):5177-5183 . (SCIE, JCR Q1/中科院一区 )
[14] Yuan Liu#, Shunbo Hu#, Riccarda Caputo, Kaitong Sun, Yongchang Li, Guodong Zhao and Wei Ren*. Allotropes of Tellurium from First-principles Crystal Structure Prediction Calculations under Pressure, RSC Advances, 2018, 8(69):39650-39656. (SCIE, JCR Q2/中科院三区)
[15] Shunbo Hu, Heng Gao, Yuting Qi, Yongxue Tao, Yongle Li, Jeffrey R. Reimers, M. Bokdam, C. Franchini, D. Di Sante, Alessandro Stroppa* and Wei Ren*. Dipole Order in Halide Perovskites: Polarization and Rashba Band Splittings, The Journal of Physical Chemistry C, 2017, 121(41):23045-23054 . (SCIE, JCR Q2/中科院三区)
[16] Shunbo Hu, Fanhao Jia, Cornelia Marinescu, Fanica Cimpoesu, Yuting Qi, Yongxue Tao, Alessandro Stroppa* and Wei Ren*. Ferroelectric Polarization of Hydroxyapatite from Density Functional Theory, RSC Advances, 2017, 7(35):21375-21379 . (SCIE, JCR Q2/中科院三区)
[17] Shunbo Hu, Lei Chen, Yabei Wu, Liming Yu, Xinluo Zhao, Shixun Cao, Jincang Zhang, Wei Ren*, Selected Multiferroic Perovskite Oxides containing Rare Earth and Transition Metal Elements, Science Bulletin,2014, 59(36):5170-5179 . (SCIE, JCR Q1/中科院一区, TOP)
[18] 胡顺波,徐克西*,曹越,左鹏祥,连博文,不同温度下烧结的Y211对YBCO的磁通俘获场的影响,低温物理学报,2012, 34(4):297-301.
专利:
上海大学."一种材料初相识别方法、计算机设备及存储介质."CN118366571A.2024-07-19.
上海大学."钙钛矿型介电陶瓷材料高通量模拟方法、装置及存储介质."CN117438000A.2024-01-23.
上海大学."基于改进TB模型确定碲烯电子结构的系统及方法."CN116364217A.2023-06-30.
上海大学."高温超导单畴块材磁通冻结场测量装置及方法."CN102520378A.2012-06-27.
软件著作权:
“基于深度对比学习的二维材料X衍射图谱的逆向结构预测程序”, 2023.10.24
“掺杂钙钛矿陶瓷材料晶体结构生成程序V1.0”, 2023.10.11
“基于亥姆霍兹自由能与分子动力学模拟的高温高压相图计算后处理软件V1.0”, 2023.07.04
“高并发跨节点多下游第一原理 高通量计算程序V1.0”, 2023.06.13
科研项目:
国家重点研发计划青年科学家项目,纳米尺度工艺微观动力学,2023-12至2026-11,50万,在研,主持。
横向科研项目,材料基因编辑与调控算法包,2025-3至2025-12,150万,在研,主持。
科技成果转化,《一种材料初相识别方法、计算机设备及存储介质》等1项专利申请权转让,2024-02至2025-02,150万,结题,主持。
横向科研项目,锂电铜箔数据库建设,2023-04至2024-12,30万,结题,主持。
横向科研项目,铁电材料数据库构建,2021-10至2023-01,25万,结题,主持。