赵 杰

研究方向

• 1) AI 算法及其应用研究
  • 分析了深度算子网络随网络结构参数的变化数值与理论违背的原因，提出了有效的改善方法。
  • 提出了基于简化变分推断的神经网络模型参数不确定性量化方法。
  • 提出了包含复杂几何形状的偏微分方程求解的神经网络求解方案。
  • AI 辅助的多物理场仿真加速方法及逆向设计方法研究。
• 2) 轻核反应截面的微观理论
  • 将密度泛函理论与基于蒙特卡洛积分的 Glauber 模型结合，发展了轻核反应截面的微观计算方法，完整包含了多体散射效应与对关联效应。
• 3) 核裂变动力学
  • 基于相对论密度泛函的重核自发裂变寿命微观计算。
  • 首次实现了基于 TDGCM 方法的三维集体坐标空间下的裂变动力学过程的微观模拟。
  • 提出了 TDGCM 框架下裂变产物分布随激发能演化的微观描述方法。
  • 首次成功实现了在绝热 TDGCM 框架下引入量子耗散效应，提高了微观模型对裂变碎片质量分布和总动能分布的描述精度。
• 4) 核结构理论
  • 发展了相对论密度泛函模型，基于此研究了集团结构、非轴对称八极形变及其对裂变位垒的影响。
  • 提出了核能级密度集体增强的微观计算方法。
  • 提出了 alpha 衰变寿命的微观计算方法，首次预言了可能存在目前实验可观测的双 alpha 衰变模式。
  • 发展了无对称性限制的 FAM-QRPA 模型，基于该模型首次预测了原子核中的非轴对称形变导致的四极-三十二极耦合会在四极巨共振中形成新的共振峰。
• 5) 半导体器件在辐照条件下的损伤效应机理研究

学习&工作经历

• 2026.09 — 至今
  副教授

  广西师范大学 · 物理科学与技术学院
• 2019.08 — 2026.08
  助理研究员

  鹏城国家实验室
• 2017.02 — 2019.07
  助理研究员

  中国工程物理研究院 · 电子工程研究所
• 2015.01 — 2017.01
  博士后

  萨格勒布大学（克罗地亚）· 理学院 | 理论物理 · 合作导师：Dario Vretenar 教授（欧洲科学院院士）
• 2014.07 — 2015.01
  访问学者

  中国科学院理论物理研究所
• 2009.09 — 2014.07
  博士研究生

  中国科学院理论物理研究所 · 理论物理 | 导师：周善贵 研究员（杰青、中科院理论物理所所长）
• 2005.09 — 2009.07
  本科

  重庆大学 · 数理学院 | 物理学 · 理学学士

主持科研项目

发表论文

^* 通讯作者

• [1]
  QR-DeepONet: Resolve abnormal convergence issue in deep operator network

  Jie Zhao^*, Biwei Xie, Xingquan Li

  Machine Learning: Science and Technology 5, 045075 (2024)
• [2]
  Multipole modes of excitation in tetrahedrally deformed neutron-rich Zr isotopes

  Jie Zhao^*

  Physical Review C 110, L011301 (2024)
• [3]
  Exotic nonaxial-octupole shapes in N=184 isotones from covariant density functional theories

  Jie Zhao^*, Zheng-Gang Wu

  Physical Review C 109, 014303 (2024)
• [4]
  Weight Uncertainty in Transformer Network for the Traveling Salesman Problem

  Jie Zhao^*, Biwei Xie, Xingquan Li

  2023 International Symposium of Electronics Design Automation
• [5]
  Microscopic description of α, 2α and cluster decays of ^216-220Rn and ^220-224Ra

  Jie Zhao, J.-P. Ebran, L. Heitz, E. Khan^*, F. Mercier, Tamara Niksic, Dario Vretenar

  Physical Review C 107, 034311 (2023)
• [6]
  Time-dependent generator coordinate method study of fission. (II). Total kinetic energy distribution

  Jie Zhao^*, Tamara Niksic, Dario Vretenar

  Physical Review C 106, 054609 (2022)
• [7]
  Time-dependent generator coordinate method study of fission: Dissipation effects

  Jie Zhao^*, Tamara Niksic, Dario Vretenar

  Physical Review C 105, 054604 (2022)
• [8]
  Microscopic self-consistent description of induced fission: Dynamical pairing degree of freedom

  Jie Zhao^*, Tamara Niksic, Dario Vretenar

  Physical Review C 104, 044612 (2021)
• [9]
  Microscopic model for the collective enhancement of nuclear level densities

  Jie Zhao^*, Tamara Niksic, Dario Vretenar

  Physical Review C 102, 054606 (2020)
• [10]
  Time-dependent generator-coordinate-method study of fission: mass parameters

  Jie Zhao^*, Tamara Niksic, Dario Vretenar, Shan-Gui Zhou

  Physical Review C 101, 064605 (2020)
• [11]
  Time-dependent generator-coordinate-method study of mass-asymmetric fission of actinides

  Jie Zhao^*, Jian Xiang, Zhi-pan Li, Tamara Niksic, Dario Vretenar, Shan-Gui Zhou

  Physical Review C 99, 054613 (2019)
• [12]
  Microscopic self-consistent description of induced fission dynamics: Finite-temperature effects

  Jie Zhao^*, Tamara Niksic, Dario Vretenar, Shan-Gui Zhou

  Physical Review C 99, 014618 (2019)
• [13]
  Tetrahedral shapes of neutron-rich Zr isotopes from a multidimensionally constrained relativistic Hartree-Bogoliubov model

  Jie Zhao, Bing-Nan Lu, En-Guang Zhao, Shan-Gui Zhou^*

  Physical Review C 95, 014320 (2017)
• [14]
  Multidimensionally-constrained relativistic mean-field study of spontaneous fission: Coupling between shape and pairing degrees of freedom

  Jie Zhao^*, Bing-Nan Lu, Tamara Niksic, Dario Vretenar, Shan-Gui Zhou

  Physical Review C 93, 044315 (2016)
• [15]
  Multidimensionally-constrained relativistic Hartree-Bogoliubov study of nuclear spontaneous fission

  Jie Zhao^*, Bing-Nan Lu, Tamara Niksic, Dario Vretenar

  Physical Review C 92, 064315 (2015)
• [16]
  Multidimensionally-constrained relativistic mean-field study of triple-humped barriers in actinides

  Jie Zhao, Bing-Nan Lu, Dario Vretenar, En-Guang Zhao, Shan-Gui Zhou^*

  Physical Review C 91, 014321 (2015)
• [17]
  Nonaxial-octupole Y₃₂ correlations in N = 150 isotones from multidimensional constrained covariant density functional theories

  Jie Zhao, Bing-Nan Lu, En-Guang Zhao, Shan-Gui Zhou^*

  Physical Review C 86, 057304 (2012)
• [18]
  Nuclear Tetrahedral Shapes from Multidimensionally-Constrained Covariant Density Functional Theories

  Jie Zhao, Bing-Nan Lu, En-Guang Zhao, Shan-Gui Zhou^*

  Proceedings of the International Conference "Nuclear Theory in the Supercomputing Era — 2016" (NTSE-2016), 159 (2018)
• [19]
  Microscopic triaxial quadrupole-octupole collective Hamiltonian for low-energy nuclear excitations

  J. Xiang, J. Zhao, Z. P. Li^*, D. Vretenar

  Physical Review C 113, 044328 (2026)
• [20]
  DD-DeepONet: A domain decomposition DeepONet framework for PDEs on structured domains with geometry and physics variations

  Bo Yang, Xingquan Li, Jie Zhao, Ying Jiang^*

  Engineering Analysis with Boundary Elements 187, 106727 (2026)
• [21]
  Generalized time-dependent generator coordinate method for induced fission dynamics

  B. Li, D. Vretenar^*, T. Niksic, Jie Zhao, P. W. Zhao^*, J. Meng^*

  Frontiers of Physics 19, 44201 (2024)
• [22]
  Fission dynamics, dissipation, and clustering at finite temperature

  B. Li, D. Vretenar^*, Z. X. Ren, T. Niksic, Jie Zhao, P. W. Zhao^*, J. Meng^*

  Physical Review C 107, 014303 (2023)
• [23]
  Interplay between nuclear chiral and reflection symmetry breakings revealed by the lifetime measurements in ⁷⁶Br

  W. Z. Xu, S. Y. Wang^*, C. Liu, X. G. Wu, R. J. Guo, B. Qi, J. Zhao, A. Rohilla, H. Jia, G. S. Li, et al.

  Physics Letters B 833, 137287 (2022)
• [24]
  Dynamical Synthesis of ⁴He in the Scission Phase of Nuclear Fission

  Z. X. Ren, D. Vretenar^*, T. Niksic, P. W. Zhao^*, J. Zhao, J. Meng^*

  Physical Review Letters 128, 172501 (2022)
• [25]
  Microscopic analysis of induced nuclear fission dynamics

  Z. X. Ren, J. Zhao, D. Vretenar^*, T. Niksic, P. W. Zhao^*, J. Meng^*

  Physical Review C 105, 044313 (2022)
• [26]
  Microscopic Description of 2α Decay in ²¹²Po and ²²⁴Ra Isotopes

  F. Mercier, Jie Zhao, J.-P. Ebran, E. Khan^*, Tamara Niksic, Dario Vretenar

  Physical Review Letters 127, 12501 (2021)
• [27]
  Learning single-particle mobility edges by a neural network based on data compression

  Xiao-Dong Bai^*, Jie Zhao, Yu-Yong Han, Jin-Cui Zhao, Ji-Guo Wang

  Physical Review B 103, 134203 (2021)
• [28]
  Linear dependence of post-irradiation input bias currents on pre-irradiation values in silicon bipolar microcircuits

  Yu Song^*, Jie Zhao, Shun Li, Shi-Yao Hou, Hang Zhou, Yang Liu, Ying Zhang, Dechao Meng, Gang Dai, Jian Zhang^*

  Microelectronics Reliability 123, 114238 (2021)
• [29]
  Ultra-slow dynamic annealing of neutron-induced defects in n-type silicon: role of charge carriers

  Ying Zhang, Yang Liu, Hang Zhou, Ping Yang, Jie Zhao, Yu Song^*

  European Physical Journal Plus 135, 827 (2020)
• [30]
  Study of ground state properties of carbon isotopes with deformed relativistic Hartree-Bogoliubov theory in continuum

  Xiang-Xiang Sun, Jie Zhao, Shan-Gui Zhou^*

  Nuclear Physics A 1003, 122011 (2020)
• [31]
  Microscopic description of the self-conjugate ¹⁰⁸Xe and ¹⁰⁴Te α-decay chain

  F. Mercier, Jie Zhao, R-D. Lasseri, J.-P. Ebran, E. Khan^*, Tamara Niksic, Dario Vretenar

  Physical Review C 102, 011301(R) (2020)
• [32]
  Microscopic description of induced fission dynamics with nuclear energy density functionals

  Vaia Prassa^*, H. Tao, Jie Zhao, Z. P. Li, T. Niksic, D. Vretenar

  HNPS Advances in Nuclear Physics 27, 168 (2020)
• [33]
  Microscopic core-quasiparticle coupling model for spectroscopy of odd-mass nuclei with octupole correlations

  W. Sun, S. Quan, Zhi-pan Li^*, Jie Zhao, Tamara Niksic, Dario Vretenar

  Physical Review C 100, 044319 (2019)
• [34]
  Mechanism of synergistic effects of neutron and gamma ray radiated PNP bipolar transistors

  Yu Song^*, Ying Zhang, Yang Liu, Jie Zhao, Dechao Meng, Hang Zhou, Xiaofeng Wang, Mu Lan, Su-Huai Wei^*

  ACS Applied Electronic Materials 1, 538 (2019)
• [35]
  Shrunk halo and quenched shell gap at N = 16 in ²²C: Inversion of sd states and deformation effects

  Xiang-Xiang Sun, Jie Zhao, Shan-Gui Zhou^*

  Physics Letters B 785, 530 (2018)
• [36]
  Microscopic study of induced fission dynamics of ²²⁶Th with covariant energy density functionals

  H. Tao, Jie Zhao, Z. P. Li^*, T. Niksic, D. Vretenar

  Physical Review C 96, 024319 (2017)
• [37]
  Evolution of octupole correlations in ¹²³Ba

  X. C. Chen, Jie Zhao, C. Xu^*, H. Hua^*, T. M. Shneidman, S. G. Zhou, X. G. Wu, et al.

  Physical Review C 94, 021301(R) (2016)
• [38]
  Evidence for Octupole Correlations in Multiple Chiral Doublet Bands

  C. Liu, S. Y. Wang^*, R. A. Bark, S. Q. Zhang^*, J. Meng^*, B. Qi, P. Jones, Jie Zhao, C. Xu, S.-G. Zhou, et al.

  Physical Review Letters 116, 112501 (2016)
• [39]
  Microscopic self-consistent study of neon halos with resonant contributions

  Shi-Sheng Zhang^*, Michael S. Smith, Zhong-Shu Kang, Jie Zhao

  Physics Letters B 730, 30 (2014)
• [40]
  Multidimensionally-constrained relativistic mean-field models and potential-energy surfaces of actinide nuclei

  Bing-Nan Lu, Jie Zhao, En-Guang Zhao, Shan-Gui Zhou^*

  Physical Review C 89, 014323 (2014)
• [41]
  Fission barriers from a multidimensionally constrained relativistic mean field model

  Bing-Nan Lu, Jie Zhao, En-Guang Zhao, Shan-Gui Zhou^*

  Proceedings of the Sixth International Conference on ICFN6, 573 (2017)
• [42]
  Fission barriers from multidimensionally-constrained covariant density functional theories

  Bing-Nan Lu, Jie Zhao, En-Guang Zhao, Shan-Gui Zhou^*

  EPJ Web of Conferences 163, 00034 (2017)
• [43]
  Multi-dimensional potential energy surfaces and non-axial octupole correlations in actinide and transfermium nuclei from relativistic mean field models

  Bing-Nan Lu, Jie Zhao, En-Guang Zhao, Shan-Gui Zhou^*

  Journal of Physics: Conference Series 492, 012014 (2014)
• [44]
  Multidimensionally-constrained relativistic mean-field model and applications in actinides and transfermium nuclei

  Bing-Nan Lu, Jie Zhao, En-Guang Zhao, Shan-Gui Zhou^*

  Physica Scripta 89, 054028 (2014)
• [45]
  Potential energy surfaces of actinide and transfermium nuclei from multi-dimensional constraint covariant density functional theories

  Bing-Nan Lu, Jie Zhao, En-Guang Zhao, Shan-Gui Zhou^*

  EPJ Web of Conferences 38, 05003 (2012)
• [46]
  超重核性质与合成机制的理论研究

  李璐璐, 吕炳楠, 王楠, 温凯, 夏铖君, 张振华, 赵杰, 赵恩广, 周善贵^*

  原子核物理评论 31(3), 253 (2014)
• [47]
  Superheavy nuclei and fission barriers

  Bing-Nan Lu, Jie Zhao, En-Guang Zhao, Shan-Gui Zhou^*

  Book Chapter in Relativistic Density Functional for Nuclear Structure, pp. 171-217 (2016)

专利与奖励

• 专利
  赵杰, 黄增荣, 解壁伟, 李兴权. 神经网络模型的不确定性估计方法及其相关设备 (2025).
• 2020
  深圳市海外高层次人才 C 类，2020.08—2025.07
• 校级
  奖学金

  • 优秀毕业生，2009 年
  • 国家励志奖学金，2008 年
  • 重庆大学综合奖学金，2006—2009 年
  • 优秀学业奖 B 等，2012 年