简介：
潘金波，副研究员，博士生导师，国科大岗位教师，2016年中科院物理所获博士学位，2015-2016年美国Vanderbilt University交流访问，2016-2019年美国Temple University从事博士后研究，2019年入选中科院物理所引进海外杰出人才计划，2023年入选中科院青年创新促进会，获评J. Phys.: Conden. Matter Emerging Leaders 2020学术称号，原子级制造论坛青年委员会委员，Information & Functional Materials（IFM）青年编委。研究兴趣包括利用基于密度泛函理论的高通量计算、机器学习等数据驱动手段预测高性能低维电子学、磁性功能材料，发现材料在低维极限下的新奇物理，揭示新材料的构效关系，设计新原理器件。
主要研究方向：
1. 低维信息功能材料的高通量计算
2. 基于物理知识的机器学习模型开发
3. 低维极限下的磁性物理
过去的主要工作及获得的成果：
近年代表性研究成果如下：搭建了功能材料筛选机器学习框架，预测了一批面向未来信息器件、具备重要应用潜力的低维沟道、介电及存储功能材料，并阐明了其构效关系；自主开发了sym4state.jl 磁性计算程序，厘清了二维材料体系中表面磁性原子近藤效应、磁性拓扑、拓扑磁结构与非常规磁性等新奇物理现象的内在机理，同时提出了相应逆向设计策略；建立了二维材料 - 基底界面数据库、离子层状基元数据库及离子层状材料数据库。
代表性论文及专利：
- YK Zhang, XD Zhang, XH Wang, XZ Li, ZH Huang, JW Dong, ZT Pan, JD Zhu, AM Zhi, JJ Zhao, KS Ji, FK Wang, W Yang, H Yu, XD Bai, N Li, DX Shi, G Wang, SX Du, JB Pan*, LJ Du*, GY Zhang*, Unconventional cross-step growth of monolayer MoS2 on sapphire, Sci. Adv. 12, eaee6153 (2026)
- SH Lv, H Guo, YH Li, GJ Hu, GL Wan, RW Wang, GY Xian, XW Yi, Z Zhao, N Si, K Zhu, YC Han, LH Bao, X Lin, SX Du, JB Pan* , J He* , HT Yang* , HJ Gao, Field-induced rotational symmetry distortion of in-plane anisotropic magnetoresistance in kagome semimetal Ni3In2Se2 nanoflakes, ACS Nano 20, 21316 (2026)
- FH Lim*, J Pan*, S Du*, Discovery of interpretable descriptors in conventional superconductors guided by symbolic regression, Phys. Rev. Mater. 10, 054803 (2026)
- T Lai, Y Zhu, J Zhang, Y Li, G Wan, X Zhang, JT Sun, J Pan*, S Du*, Spin chirality driven tunability and multifunctionality in two-dimensional noncollinear antiferromagnets, Phys. Rev. B 113, 214434 (2026)
- DY Li, XY Hu, G Wang, RZ Zhang, XX Liu, KD Niu, ZL Guo, XZ Fu, JB Pan*, SX Du, JW Liu, Y Zheng*, J Lin*, Tunable hetero-intercalated 2D superlattice for frustrated Kondo triangles, Adv. Mater. 38, e20751 (2026)
- YH Li, GL Wan, YQ Zhu, JY Yang, YF Zhang, JB Pan*, SX Du*, High-throughput screening and machine learning classifying of van der Waals dielectrics for 2D nanoelectronics, Nat. Commun. 15, 9527 (2024)
- JB Pan, YF Zhang, YY Zhang, SX Du*, Engineering 2D magnetic heterostructures: a theoretical perspective, Nano Lett. 24, 14909 (2024)
- XD Zhang, GL Wan, J Zhang, YF Zhang, JB Pan*, SX Du*, Eliminating skyrmion Hall effect in ferromagnetic skyrmions, Nano Lett. 24, 10796 (2024)
- PX Li, L Tao, X Jin, GL Wan, J Zhang, YF Zhang, JT Sun, JB Pan*, SX Du*, Nonvolatile multistate manipulation of topological magnetism in monolayer CrI3 through quadruple-well ferroelectric materials, Nano Lett. 24, 2345 (2024)
- G Wan, Y Li, T Lai, P Li, Y Zhu, J Yang, YF Zhang, J Pan*, S Du*, Sym4state. jl: An efficient computation package for magnetic materials, Comput. Phys. Commun. 303, 109283 (2024)
- YH Li, J Deng, YF Zhang, X Jin, WH Dong, JT Sun, JB Pan*, SX Du*, Nonvolatile electrical control of spin polarization in the 2D bipolar magnetic semiconductor VSeF, NPJ Comput. Mater. 9, 50 (2023)
- ZY Liu, L Tao, YF Zhang, JB Pan*, SX Du*, Designing two-dimensional ferroelectric materials from phosphorus-analogue structures, Nano Res. 16, 5834 (2023)
- YH Li, YF Zhang, J Deng, WH Dong, JT Sun, JB Pan*, SX Du*, Rational design of heteroanionic two-dimensional materials with emerging topological, magnetic, and dielectric properties, J. Phys. Chem. Lett. 13, 3594 (2022)
- P Chen#, JB Pan#, BS Wan, XH Kong, Y Cheng, KH Liu, SX Du*, W Ji*, CF Pan*, ZL Wang, Anisotropic carrier mobility from 2H WSe2, Adv. Mater. 2108615 (2022)
- X Jin#, L Tao#, YY Zhang, JB Pan*, SX Du*, Intrinsically scale-free ferroelectricity in two-dimensional M2X2Y6, Nano Res. 15, 3704 (2022)
- Y Song, JB Pan*, YF Zhang, HT Yang, SX Du*, Monolayer Iridium sulfide halides with high mobility transport anisotropy and highly efficient light harvesting, J. Phys. Chem. Lett. 12, 6007 (2021) (Supplementary Cover story)
- YF Zhang#, JB Pan#, H Banjade, J Yu, H Lin, A Bansil, SX Du, Q Yan, Two-dimensional MX family of Dirac and quantum spin Hall effect materials with tunable electronic and topological properties, Nano Res. 14, 584 (2021) (Cover story)
- JB Pan#, YF Zhang#, JD Zhang, H Banjade, J Yu, LP Yu, SX Du, A Ruzsinszky, ZP Hu, Q Yan, Auxetic two-dimensional transition metal selenides and halides,NPJ Comput. Mater., 6, 154 (2020)
- JB Pan#, JB Yu#, YF Zhang, SX Du, A Janotti, CX Liu, Q Yan, Quantum anomalous Hall effect in two-dimensional magnetic insulator heterojunctions, NPJ Comput. Mater., 6, 152 (2020)
- Y Sun#, JB Pan#, Z Zhang#, K Zhang, J Liang, W Wang, Z Yuan, Y Hao, B Wang, J Wang, Y Wu, J Zheng, L Jiao, S Zhou, K Liu, C Cheng, W Duan, Y Xu, Q Yan, K Liu, Elastic properties and fracture behaviors of biaxially-deformed, polymorphic MoTe2, Nano Lett., 19, 761 (2019)
- J Ren#, H Guo#, JB Pan#, YF Zhang, Y Yang, X Wu, S Du, M Ouyang, HJ Gao, Interatomic spin coupling in manganese clusters registered on graphene, Phys. Rev. Lett., 119, 176806(2017)
- ZH Qin#, JB Pan#, SZ Lu, Y Shao, YL Wang, SX Du, HJ Gao, and GY Cao, Direct evidence of Dirac signature in bilayer germanene islands on Cu (111), Adv. Mater., 29, 1606046 (2017)
- LF Li#, S Lu#, JB Pan#, ZH Qin, YL Wang, Y Wang, GY Cao, SX Du, HJ Gao, Buckled germanene formation on Pt (111), Adv. Mater., 26 4820 (2014)
- JD Ren#, HM Guo#, JB Pan#, YY Zhang#, X Wu, HG Luo, SX Du, ST Pantelides, HJ Gao, Kondo effect of cobalt adatoms on a graphene monolayer controlled by substrate-induced ripples, Nano Lett., 14, 4011 (2014)
学术编著/章节:
YY Zhang, JB Pan*, SX Du, HJ Gao*, "Chapter 9: Two-Dimensional Crystals: Graphene, Silicene, Germanene, and Stanene" in 'Springer Handbook of Surface Science', Eds. Mario Rocca, Talat S. Rahman, Luca Vattuone, Pages 243-266, Springer, 2020.
#同等贡献 *通讯作者
全部文章列表：
https://scholar.google.com/citations?user=oZmo-6AAAAAJ&hl=en
https://orcid.org/0000-0003-2612-8232
目前的研究课题及展望：
目前正在进行的研究项目有：国家自然科学基金委面上项目/重大研究计划项目，科技部国家重点研发计划项目等。
电话：
010-82649189
Email：
