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Publications 论文

1 Equal contribution  ·  † Corresponding author 1 共同第一作者  ·  † 通讯作者

Preprints 预印本 16

  1. Junda Ying, Zhiwei Zeng, Peijie Zhou†, Lei Zhang†, Dynamic Generalized Gromov-Wasserstein Optimal Transport, arXiv:2609.20008. [arXiv]
  2. Dawei Wu, Lei Zhang, Pingwen Zhang, Asymptotic properties of the Bingham distribution in arbitrary dimensions, arXiv:2609.07121. [arXiv]
  3. Hua Su, Lei Zhang, Jin Zhao, First-Order Optimization under Uniform Nondegeneracy: Geometry, Computation, and Information, arXiv:2609.06946. [arXiv]
  4. Yuchen Xie, Baoming Shi, Yucen Han, Lei Zhang†, Computing stable configurations of confined smectic liquid crystals with a deep variational framework, arXiv:2609.03389. [arXiv]
  5. Jianyuan Yin, Lei Zhang, Zhiyi Zhang, Subspace curvature-scaling high-index saddle dynamics for accelerating ill-conditioned saddle point searches, arXiv:2607.03030. [arXiv]
  6. Ning Du, Yanlin Liu, Lei Zhang, Xiangcheng Zheng, A functional high-index saddle dynamics method for constructing control landscapes of non-convex elliptic optimal control problems, arXiv:2512.00732. [arXiv]
  7. Qirui Guo1, Wenhao Zhong1, Zhiwei Zeng1, Qing Nie†, Peijie Zhou†, Lei Zhang†, Deciphering interaction syntax via decoupling intrinsic lineages and niche pressure, bioRxiv 2026.05.18.725889. [DOI]
  8. Bingzhang Huang, Hua Su, Lei Zhang, Jin Zhao, Preconditioned High-index Saddle Dynamics for Computing Saddle Points, arXiv:2603.25390. [arXiv]
  9. Yuchen Xie, Jianyuan Yin, Lei Zhang, A Geometry-Adaptive Deep Variational Framework for Phase Discovery in the Landau-Brazovskii Model, arXiv:2603.05161. [arXiv]
  10. Apala Majumdar, Baoming Shi, Dawei Wu, Jingmin Xia, Lei Zhang, A Landau-de Gennes Type Theory for Cholesteric-Helical Smectic-Smectic C* Liquid Crystal Phase Transitions, arXiv:2601.12653. [arXiv]
  11. Lei Zhang, Xiangcheng Zheng, Shangqin Zhu, Numerical analysis of spatiotemporal high-index saddle dynamics for finding multiple solutions of semilinear elliptic problems, arXiv:2601.08188. [arXiv]
  12. Yuxuan Wang1, Junda Ying1, He Xiao, Miao Huang, Lei Zhang†, Weikang Wang†, Sloppiness and Action Constraint in Cell State Transitions: Are Single Cells Sloppy?, bioRxiv 2025.12.31.697145. [DOI]
  13. Kai Jiang, Lei Zhang, Xiangcheng Zheng, Tiejun Zhou, Nullspace-preserving high-index saddle dynamics method for degenerate multiple solution problems, arXiv:2510.24292. [arXiv]
  14. Hua Su, Lei Zhang†, Jin Zhao, SPIKE: Stable Physics-Informed Kernel Evolution Method for Solving Hyperbolic Conservation Laws, arXiv:2510.18266. [arXiv]
  15. Baoming Shi, Lei Zhang, Qiang Du, A Stochastic Algorithm for Searching Saddle Points with Convergence Guarantee, arXiv:2510.14144. [arXiv]
  16. Jie Ma, Yu Lin, Lei Zhang, Xiangcheng Zheng, A nonlocal high-index saddle dynamics for nonlocal Allen-Cahn equation and application, submitted.

Published / Accepted 已发表 / 接受 109

  1. Accepted 已接受
    Junda Ying, Yuxuan Wang, Bowen Yang, Peijie Zhou†, Lei Zhang†, Simulation-free Unbalanced Dynamic Optimal Transport with General Growth Penalty, accepted by NeurIPS 2026. [arXiv]
  2. Accepted 已接受
    Baoming Shi, Dawei Wu, Lei Zhang, Pingwen Zhang, From molecular model to tensor model of nematic liquid crystals through entropy decomposition, accepted by SIAM J. Appl. Math. [arXiv]
  3. Accepted 已接受
    Tao Luo, Jianyuan Yin, Lei Zhang, Shixue Zhang, Convergence of high-index saddle dynamics for degenerate saddle points on critical manifolds, accepted by SIAM J. Numer. Anal. [arXiv]
  4. Accepted 已接受
    Yuyang Liu, Hua Su, Zixiang Xiao, Lei Zhang, Jin Zhao, SaddleScape V1.0: A Python Package for Constructing Solution Landscapes via High-index Saddle Dynamics, accepted by Journal of Computational Mathematics. [arXiv]
  5. Accepted 已接受
    Qiang Du, Baoming Shi, Lei Zhang, Xiangcheng Zheng, A Derivative-Free Saddle-search Algorithm With Linear Convergence Rate, accepted by SIAM J. Sci. Comput. [arXiv]
  6. Junda Ying, Yuxuan Wang, Bowen Yang, Peijie Zhou†, Lei Zhang†, Beyond Continuity: Simulation-free Reconstruction of Discrete Branching Dynamics from Single-cell Snapshots, ICML (2026). [arXiv]
  7. Highlight
    Shuonan Wu1, Yuchen Xie1, Deng Pan†, Lei Zhang†, Yuliang Jin†, Hierarchical and ultrametric barriers in the energy landscape of jammed granular matter, Physical Review Letters, 136, 198202 (2026). [DOI]
  8. Hong Qi†, Zhi-Yu Zhao, Yu-song Yin, Chen Jia, Xiang Li, Lei Zhang†, Design principles for robust multistability in coupled feedforward-feedback regulatory circuits, npj Syst. Biol. Appl. 12, 102 (2026). [DOI]
  9. Guoye Guan1, Qianli Zhang1, Xiangyu Kuang1, Lei Zhang†, Chao Tang†, Efficient co-programming of intercellular mechanics and signaling for complex developmental patterns, Cell Reports Physical Science 7, 103344 (2026). [DOI]
  10. Qiangwei Peng1, Zihan Wang1, Junda Ying1, Yuhao Sun1, Qing Nie†, Lei Zhang†, Tiejun Li†, Peijie Zhou†, WFR-FM: Simulation-Free Dynamic Unbalanced Optimal Transport, ICLR (2026). [arXiv]
  11. Highlight
    Yuankai Liu, Lei Zhang†, Jin Zhao, Neural Network-based High-index Saddle Dynamics Method for Searching Saddle Points and Solution Landscape, SIAM J. Sci. Comput. 48(4), C916-C940 (2026). [DOI]
  12. Highlight
    Lei Zhang, Xiangcheng Zheng, Shangqin Zhu, Numerical analysis for saddle dynamics of some semilinear elliptic problems, SIAM J. Numer. Anal. 64(3), 755-778 (2026). [DOI]
  13. Highlight
    Baoming Shi, Dawei Wu, Lei Zhang, Pingwen Zhang, Analyzing the nematic liquid crystal droplet with an improved diffuse-interface Landau-de Gennes model, SIAM J. Appl. Math. 86(3), 919-944 (2026). [DOI]
  14. Highlight
    Xiaoyi Zhang, Zhiyuan Li†, Lei Zhang†, Constructing a holistic map of cell fate decision by hyper solution landscape, Cell Systems, 17, 101562 (2026). [DOI]
  15. Highlight
    Miao Huang1, Yuxuan Wang1, Junda Ying, He Xiao, Haijun Zhou, Lei Zhang†, Weikang Wang†, Geometric Quantification of Cell Phenotype Transition Manifolds with Information Geometry, Cell Systems, 17, 101564 (2026). [DOI]
  16. Zhiyi Zhang, Gang Cui, Kai Jiang, An-Chang Shi, Pingwen Zhang†, Jianyuan Yin†, Lei Zhang†, Exploring transition pathways in the Landau-Brazovskii model, Physical Review Research, 8, 013196 (2026). [DOI]
  17. Highlight
    Jin-Bing Wu1, Zhenghao Guo1, Baoming Shi1, Daoxing Luo, Lei Zhang†, Yan-Qing Lu, Wei Hu†, Unlocking Hidden Topological Multistability via Biphasic Correlated Order Evolution, Physical Review Letters, 136, 068101 (2026). [DOI]
  18. Baoming Shi, Apala Majumdar, Lei Zhang†, Neural network-based tensor models for liquid crystals with molecular-level information, Phys. Rev. E, 113, 015401 (2026). [DOI]
  19. Shuonan Wu, Bing Yu, Yuhai Tu†, Lei Zhang†, Solution landscape of reaction-diffusion systems reveals a nonlinear mechanism and spatial robustness of pattern formation, Fundamental Research 6(4), 2137-2148 (2026). [DOI]
  20. Highlight
    Linyu Zuo1, Qirui Guo1, Cheng Li1, Kecheng Zhang, Yancao Chen, Baiyi Jiang, Zhixing Chen, Yufei Xia†, Long Qian†, Lei Zhang†, Zhi Qi†, Deciphering the molecular mechanisms of FET fusion oncoprotein–DNA hollow co-condensates, Nature Communications, 16, 9823 (2025). [DOI]
  21. Highlight
    Hua Su, Haoran Wang, Lei Zhang†, Jin Zhao, Xiangcheng Zheng, Improved high-index saddle dynamics for finding saddle points and solution landscape, SIAM J. Numer. Anal., 63(4), 1757-1775 (2025). [DOI]
  22. Highlight
    Dawei Wu, Baoming Shi, Yucen Han, Pingwen Zhang, Apala Majumdar, Lei Zhang†, A diffuse-interface Landau-de Gennes model for free-boundary nematic liquid crystals, SIAM J. Math. Anal. 57(4), 4358-4395 (2025). [DOI]
  23. Tunan Kao, He Zhang, Lei Zhang†, Jin Zhao, pETNNs: Partial Evolutionary Tensor Neural Networks for Solving Time-dependent Partial Differential Equations, CSIAM Transactions on Applied Mathematics, 6(4), 862-891 (2025). [DOI]
  24. Shuai Miao, Ziqi Liu, Lei Zhang†, Pingwen Zhang, Xiangcheng Zheng, Construction and analysis for Adams explicit discretization of high-index saddle dynamics, CSIAM Transactions on Applied Mathematics, 6(3), 625-650 (2025). [DOI]
  25. Xu Wang, Siqi Li, Yuan Liu, Xiangyu Kuang, Jianxin Chen, Pei Yu, Lianzheng Zhao, Ze Zhang, Meimei Huang, Liansheng Liu, Mengxian Zhang, Yalong Wang, Weizhi Ji, Jinsong Li, Lei Zhang, Ye-Guang Chen†, Positional BMP signaling orchestrates villus length in the small intestine, Nature Communications, 16, 5461 (2025). [DOI]
  26. Yuze Zhang, Xuelong Gu, Yushun Wang, Xianmin Xu†, Lei Zhang†, Solution landscape of droplet on rough surfaces: wetting transition and directional transport, Soft Matter, 21, 2729-2737 (2025). [DOI]
  27. Shuai Miao, Lei Zhang, Pingwen Zhang, Xiangcheng Zheng†, Construction and analysis for orthonormalized Runge-Kutta schemes of high-index saddle dynamics, Communications in Nonlinear Science and Numerical Simulation, 145, 108731 (2025). [DOI]
  28. Highlight
    Baoming Shi, Yucen Han, Chengdi Ma, Apala Majumdar, Lei Zhang†, A Modified Landau-de Gennes Theory for Smectic Liquid Crystals: Phase Transitions and Structural Transitions, SIAM J. Appl. Math., 85(2), 821-847 (2025). [DOI]
  29. Yue Luo, Lei Zhang†, Xiangcheng Zheng, Accelerated high-index saddle dynamics method for searching high-index saddle points, Journal of Scientific Computing, 102:31 (2025). [DOI]
  30. Ting Jiang, Lei Li, Qianqian Hu, Xianyu Kuang, Lei Zhang, Wenjie Zeng, Daisuke Miki, Binglian Zheng†, The DNA methylation–demethylation balance prevents development of multiple megaspore mother cells in Arabidopsis, The Plant Cell, koaf023 (2025). [DOI]
  31. Highlight
    Shun Wang, Tengfei Wang, Shuonan Wu, Lei Zhang†, Xiufen Zou†, Mathematical Modeling and Solution Landscape Reveal Cancer Progression Dynamics in Tumor Ecological Microenvironment, SIAM J. Appl. Math., 85(1), 50-77 (2025). [DOI]
  32. Lei Zhang, Pingwen Zhang, Xiangcheng Zheng, Understanding high-index saddle dynamics via numerical analysis, Comm Math Sci., 23(2), 541-560 (2025). [DOI]
  33. Tiejun Zhou, Lei Zhang, Pingwen Zhang, An-Chang Shi, Kai Jiang†, Nucleation and phase transition of decagonal quasicrystals, J. Chem. Phys., 161, 164503 (2024). [DOI]
  34. Lu Li, Bing Yu, Pengyue Gao, Jian Lv†, Lei Zhang†, Yanchao Wang†, Yanming Ma†, Representing crystal potential energy surfaces via a stationary-point network, Acta Materialia, 281, 120403 (2024). [DOI]
  35. Bin Du, He Zhang, Xiangle Cheng, Lei Zhang†, Neural Quantile Optimization for Edge-Cloud Computing, Computer Networks, 253, 110713 (2024). [DOI]
  36. Qirui Guo1, Musu Yuan1, Lei Zhang†, Minghua Deng†, scPLAN: A hierarchical computational framework for single transcriptomics data annotation, integration and cell-type label refinement, Briefings in Bioinformatics, 25.4 (2024). [DOI]
  37. Yue Luo, Lei Zhang†, Pingwen Zhang, Zhiyi Zhang, Xiangcheng Zheng, Semi-implicit method of high-index saddle dynamics and application to construct solution landscape, Numerical Methods for Partial Differential Equations, e23123 (2024). [DOI]
  38. Highlight
    Baoming Shi, Yucen Han, Apala Majumdar, Lei Zhang, Multistability for Nematic Liquid Crystals in Cuboids with Degenerate Planar Boundary Conditions, SIAM J. Appl. Math., 84 (2), 756-781 (2024). [DOI]
  39. Lei Zhang, Pingwen Zhang, Xiangcheng Zheng†, Probabilistic Error Estimate for Numerical Discretization of High-Index Saddle Dynamics with Inaccurate Models, Ann. Appl. Math., 40(1), 1-20 (2024). [DOI]
  40. Highlight
    Jianyuan Yin, Zhen Huang, Yongyong Cai, Qiang Du, Lei Zhang†, Revealing Excited States of Rotational Bose-Einstein Condensates, The Innovation, 5(1), 100546 (2024). [DOI]
  41. Yucen Han, Baoming Shi, Lei Zhang, Apala Majumdar, A Reduced Landau-de Gennes Study for Nematic Equilibria in Three-Dimensional Prisms, IMA Journal of Applied Mathematics, hxad031 (2023). [DOI]
  42. Gang Xue, Xiaoyi Zhang, Wanqi Li, Lu Zhang, Zongxu Zhang, Xiaolin Zhou, Di Zhang, Lei Zhang†, Zhiyuan Li†, A Logic-incorporated Gene Regulatory Network Deciphers Principles in Cell Fate Decisions, eLife 12:RP88742 (2023). [DOI]
  43. Lei Zhang, Pingwen Zhang, Xiangcheng Zheng, Error estimate for semi-implicit method of sphere-constrained high-index saddle dynamics, Chinese Annals of Mathematics, Series B, 44(5), 765–780 (2023). [DOI]
  44. Lei Zhang, Construction of solution landscapes for complex systems, Mathematica Numerica Sinica, 45(3), 267-283 (2023). [DOI]
  45. Lei Zhang†, Pingwen Zhang, Xiangcheng Zheng, A model-free shrinking-dimer saddle dynamics for finding saddle point and solution landscape, Japan Journal of Industrial and Applied Mathematics (2023). [DOI]
  46. Highlight
    Donghang Zhang, Lei Zhang†, Spectral Deferred Correction Method for Landau-Brazovskii Model with Convex Splitting Technique, Journal of Computational Physics, 491 (2023) 112348. [DOI]
  47. Lei Zhang, Pingwen Zhang, Xiangcheng Zheng†, Discretization and index-robust error analysis for constrained high-index saddle dynamics on high-dimensional sphere, Science China Mathematics (2023). [DOI]
  48. Baoming Shi, Yucen Han, Jianyuan Yin, Apala Majumdar, Lei Zhang†, Hierarchies of Critical Points of a Landau-de Gennes Free Energy on Three-Dimensional Cuboids, Nonlinearity, 36, 2631 (2023). [DOI]
  49. Yuze Zhang, Xuguang Yang, Lei Zhang, Yiteng Li, Tao Zhang, Shuyu Sun†, Energy landscape analysis for two-phase multi-component NVT flash systems by using ETD type high-index saddle dynamics, Journal of Computational Physics, 477, 111916 (2023).
  50. Xiangyu Kuang1, Guoye Guan1, Chao Tang†, Lei Zhang†, MorphoSim: An efficient and scalable phase-field framework for accurately simulating multicellular morphologies, npj Systems Biology and Applications, (2023) 9:6. [DOI]
  51. Guoye Guan1, Xiangyu Kuang1, Chao Tang†, Lei Zhang†, Comparison between phase-field model and coarse-grained model for characterizing cell-resolved morphological and mechanical properties in a multicellular system, Communications in Nonlinear Science and Numerical Simulation, 117, 106966 (2023). [DOI]
  52. Lei Zhang, Pingwen Zhang, Xiangcheng Zheng, Mathematical and numerical analysis to shrinking-dimer saddle dynamics with local Lipschitz conditions, CSIAM Trans. Appl. Math., 4(1), 157-176 (2023). [DOI]
  53. Highlight
    Lei Zhang, Pingwen Zhang, Xiangcheng Zheng, Error estimates for Euler discretization of high-index saddle dynamics, SIAM J. Numer. Anal., 60(5), 2925-2944 (2022). [DOI]
  54. Highlight
    Yue Luo, Xiangcheng Zheng, Xiangle Cheng, Lei Zhang, Convergence analysis of discrete high-index saddle dynamics, SIAM J. Numer. Anal., 60(5), 2731-2750 (2022). [DOI]
  55. Highlight
    Baoming Shi, Yucen Han, Lei Zhang, Nematic liquid crystals in a rectangular confinement: solution landscape and bifurcation, SIAM J. Appl. Math.82(5), 1808-1828 (2022). [DOI]
  56. Highlight
    Lingxia Qiao1, Zhi-Bo Zhang1, Wei Zhao1, Ping Wei†, Lei Zhang†, Network design principle for robust oscillatory behaviors with respect to biological noise, eLife, 11:e76188 (2022). [DOI]
  57. Xiaomei Yao, Jie Xu, Lei Zhang†, Transition pathways in Cylinder-Gyroid interface, Commun. Comput. Phys., 32, 810-828 (2022). [DOI]
  58. Highlight
    Bing Yu, Xiangcheng Zheng, Pingwen Zhang, Lei Zhang†, Computing solution landscape of nonlinear space-fractional problems via fast approximation algorithm, Journal of Computational Physics, 468, 111513 (2022). [DOI]
  59. Highlight
    Chunmei Guan1, Lingxia Qiao1, Yuanyuan Xiong, Lei Zhang†, Yuling Jiao†, Coactivation of antagonistic genes stabilizes polarity patterning during shoot organogenesis, Science Advances, 8, eabn0368 (2022). [DOI]
  60. Yucen Han, Joseph Harris, Apala Majumdar, Lei Zhang, Elastic anisotropy in the reduced Landau-de Gennes model for square domains, Proceedings of the Royal Society A, 478:20210966 (2022). [DOI]
  61. Xiaolu Guo, Tao Tang, Minxuan Duan, Lei Zhang†, Hao Ge†, The nonequilibrium mechanism of noise-enhanced drug synergy in HIV latency reactivation, iScience, 25, 104358 (2022). [DOI]
  62. Xiaomei Yao, Lei Zhang†, Jeff Z.Y, Chen*. Defect patterns of two-dimensional nematic liquid crystals in confinement, Physical Review E, 105, 044704 (2022). [DOI]
  63. Jianyuan Yin, Zhen Huang, Lei Zhang†, Constrained high-index saddle dynamics for the solution landscape with equality constraints, Journal of Scientific Computing, 91:62 (2022). [DOI]
  64. Highlight
    Xiangyu Kuang1, Guoye Guan1, Ming-Kin Wong, Lu-Yan Chan, Zhongying Zhao, Chao Tang†, Lei Zhang†, Computable early Caenorhabditis elegans embryo with a phase field model, PLOS Computational Biology 18(1): e1009755 (2022). [DOI]
  65. Highlight
    Jianyuan Yin, Lei Zhang†, Pingwen Zhang, Solution Landscape of the Onsager Model Identifies Non-axisymmetric Critical Points, Physica D: Nonlinear Phenomena,430, 133081 (2022). [DOI]
  66. Highlight
    Jianyuan Yin, Kai Jiang, An-Chang Shi†, Pingwen Zhang†, Lei Zhang†, Transition pathways connecting crystals and quasicrystals, Proceedings of the National Academy of Sciences, 118 (49), e2106230118 (2021). [DOI]
  67. Yuze Zhang, Yiteng Li, Lei Zhang, Shuyu Sun†, Construction of a Minimum Energy Path for the VT Flash Model by the String Method Coupled with the Exponential Time Differencing Scheme, Commun. Comput. Phys., 30, 1529-1544 (2021). [Link]
  68. Yucen Han, Jianyuan Yin, Yucheng Hu, Apala Majumdar, Lei Zhang†, Solution Landscapes of the Simplified Ericksen-Leslie Model and its Comparison with the Reduced Landau-de Gennes Model, Proceedings of the Royal Society A, 477:20210458 (2021). [DOI]
  69. Highlight
    Wei Wang, Lei Zhang, Pingwen Zhang, Modeling and Computation of Liquid Crystals, Acta Numerica, 30, 765-851 (2021). [DOI]
  70. Zhen Xu, Yucen Han, Jianyuan Yin, Bing Yu, Yasumasa Nishiura†, Lei Zhang†, Solution landscapes of the diblock copolymer-homopolymer model under two-dimensional confinement, Physical Review E, 104, 014505 (2021). [DOI]
  71. Wei Zhao, Lingxia Qiao, Shiyu Yan, Qing Nie†, Lei Zhang†, Modeling of histone modifications reveals formation mechanism and function of bivalent chromatin, iScience, 24, 102732 (2021). [DOI]
  72. Yuanyuan Xiong, Binbin Wu, Fei Du, Xiaolu Guo, Caihuan Tian, Jinrong Hu, Shouqin Lu, Mian Long, Lei Zhang†, Ying Wang†, Yuling Jiao†, A crosstalk between auxin and brassinosteroid regulates leaf shape by modulating growth anisotropy, Molecular Plant, 14, 949–962 (2021). [DOI]
  73. Highlight
    Yucen Han, Jianyuan Yin, Pingwen Zhang, Apala Majumdar, Lei Zhang†, Solution landscape of a reduced Landau--de Gennes model on a hexagon, Nonlinearity, 34, 2048-2069 (2021). [DOI]
  74. Ruotai Li, Qiang Du, Lei Zhang†, Numerical discretization of variational phase field model for phase transitions in ferroelectric thin films, Commun. Comput. Phys., 29, 729-746 (2021). [Link]
  75. Bing Yu, Lei Zhang†, Global optimization-based dimer method for finding saddle points, Discrete Contin. Dyn. Syst. Ser. B 26(1): 741-753 (2021). [DOI]
  76. Highlight
    Jianyuan Yin, Bing Yu, Lei Zhang†, Searching the solution landscape by generalized high-index saddle dynamics, Sci. China Math. 64, 1801–1816 (2021). [DOI]
  77. Kuan Tao, Jin Wang, Xiangyu Kuang, Weikang Wang, Feng Liu†, Lei Zhang†, Tuning cell motility via cell tension with a mechanochemical cell migration model, Biophysical Journal, 118, 2894–2904 (2020). [DOI]
  78. Highlight
    Yucen Han, Apala Majumdar, Lei Zhang, A Reduced Study for Nematic Equilibria on Two-Dimensional Polygons, SIAM J. Appl. Math., 80(4), 1678–1703 (2020). [DOI]
  79. Highlight
    Qiang Du, Ruotai Li, Lei Zhang, Variational Phase Field Formulations of Polarization and Phase Transition in Ferroelectric Thin Films, SIAM J. Appl. Math., 80(3), 1590–1606 (2020). [DOI]
  80. Highlight
    Jianyuan Yin, Yiwei Wang, Jeff Z.Y. Chen†, Pingwen Zhang†, Lei Zhang†, Construction of a pathway map on a complicated energy landscape, Physical Review Letters 124, 090601 (2020). [Link]
  81. Qing Nie†, Lingxia Qiao, Yuchi Qiu, Lei Zhang†, Wei Zhao, Noise control and utility: from gene regulatory network to spatial patterning, Sci. China Math 63, 425–440 (2020). [DOI]
  82. Yucen Han, Zirui Xu, An-Chang Shi†, Lei Zhang†, Pathways connecting two opposed bilayers with a fusion pore: A molecularly-informed phase field approach, Soft Matter, 2020, 16, 366-374. [DOI]
  83. Highlight
    Jianyuan Yin, Lei Zhang, Pingwen Zhang, High-index Optimization-based Shrinking Dimer Method for Finding High-Index Saddle Points, SIAM J. Sci. Comput., 41 (6), A3576-A3595. 2019. [Link]
  84. Highlight
    Lingxia Qiao1, Wei Zhao1, Chao Tang†, Qing Nie†, Lei Zhang†, Network Topologies That Can Achieve Dual Function of Adaptation and Noise Attenuation, Cell Systems 9, 1–15, 2019. [DOI]
  85. Yucen Han, Yucheng Hu†, Pingwen Zhang†, Lei Zhang†, Transition Pathways between Defect Patterns in Confined Nematic Liquid Crystals, J. Comput. Phys. 396 (2019) 1–11. [DOI]
  86. Chunhe Li†, Lei Zhang†, Qing Nie†, Landscape reveals critical network structures for sharpening gene expression boundaries, BMC Systems Biology 12:67, 2018. [DOI]
  87. Lina Meinecke, Praveer Sharma, Huijing Du, Lei Zhang, Qing Nie†, Thomas Schilling†, Modeling craniofacial development reveals spatiotemporal constraints on robust patterning of the mandibular arch, PLoS Comput Biol 14(11): e1006569, 2018. [Link]
  88. Boyan Li, Lei Zhang†, Chengliang Li, Qiulin Li, Jun Chen, Guogang Shu, Yuqing Weng, Ben Xu, Shenyang Hu†, Wei Liu†, Phase Field Simulation of Critical Nuclei and Minimum Energy Paths of Cu/Mn/Ni Precipitates in Fe-Cu-Mn (Ni) Alloys, Journal of Nuclear Materials 507, 59-67, 2018. [DOI]
  89. Peijia Yu, Qing Nie†, Chao Tang†, Lei Zhang†, Nanog induced intermediate state in regulating stem cell differentiation and reprogramming, BMC Systems Biology 12:22, 2018. [DOI]
  90. Highlight
    Bihai Shi1, Xiaolu Guo1, Ying Wang, Yuanyuan Xiong, Jin Wang, Ken-ichiro Hayashi, Jinzhi Lei, Lei Zhang†, Yuling Jiao†, Feedback from Lateral Organs Controls Shoot Apical Meristem Growth by Modulating Auxin Transport, Developmental Cell, 44, 204-216, 2018. [DOI]
  91. Boyan Li, Lei Zhang†, Chengliang Li, Shenyang Hu, Qiulin Li, Jun Chen, Guogang Shu, Yuqing Weng, Ben Xu†, Wei Liu†, Finding Non-Classical Critical Nuclei and Minimum Energy Path of Cu Precipitates in Fe-Cu Alloys, Modelling Simul. Mater. Sci. Eng. 25 085006, 2017.
  92. Yanru An, Guosheng Xue, Xiaowei Zhou, Weichuan Yu, Toyotaka Ishibashi, Lei Zhang†, Yan Yan†, Apical constriction is driven by a pulsatile apical myosin network in delaminating Drosophila neuroblasts, Development, 144, 2153-2164, 2017. [Link]
  93. Weikang Wang, Kuan Tao, Jin Wang, Gen Yang, Qi Ouyang, Yugang Wang, Lei Zhang†, Feng Liu†, Exploring the inhibition effect of membrane tension on cell polarization, PLoS Comput Biol 13(1): e1005354. doi:10.1371/ journal.pcbi.1005354, 2017. [Link]
  94. Lei Zhang, Weiqing Ren, Amit Samanta, Qiang Du†, Recent Developments in Computational Modeling of Nucleation in Phase Transformations, npj Computational Materials (2016) 2, 16003.
  95. Highlight
    Lei Zhang, Qiang Du, Zhenzhen Zheng, Optimization-based Shrinking Dimer Method for Finding Transition States, SIAM J. Sci. Comput. 38:1, A528-A544, 2016.
  96. Amanda Cinquin, Likun Zheng, Harry P. Taylor, Adrian Paz, Lei Zhang, Michael Chiang, Josh Snow, Qing Nie, Olivier Cinquin†, Semi-permeable Diffusion Barriers Enhance Patterning Robustness in the C. elegans Germline, Developmental Cell 35, 405-417, 2015.
  97. Tian Hong, Ernest S. Fung, Lei Zhang, Edwin S. Monuki†, Qing Nie†, Semi-adaptive response and noise attenuation in bone morphogenetic protein signalling, J. R. Soc. Interface 12: 20150258, 2015.
  98. Lei Zhang, Jingyan Zhang, Qiang Du†, Finding Critical Nuclei in Phase Transformations by Shrinking Dimer Dynamics and its Variants, Commun. Comput. Phys., 16, pp. 781-798, 2014.
  99. Yulan Li†, Shenyang Hu, Lei Zhang, Xin Sun, Non-classical nuclei and growth kinetics of Cr precipitates in FeCr alloys during aging, Modelling Simul. Mater. Sci. Eng., 22, 025002, 2014.
  100. Dongyong Wang, Lei Zhang, Qing Nie†, Array-representation Integration Factor Method for High-dimensional Systems, J. Comput. Phys., 258, 585-600, 2014.
  101. Highlight
    Lei Zhang1, Kelly Radtke1, Likun Zheng, Anna Cai, Tom Schilling†, Qing Nie†, Noise Drives Sharpening of Gene Expression Boundaries in the Zebrafish Hindbrain, Molecular Systems Biology 8:613, 2012.
  102. Lei Zhang, Arthur Lander, Qing Nie†, A Reaction-Diffusion Mechanism Influences Cell Lineage Progression as a Basis for Formation, Regeneration, and Stability of Intestinal Crypts, BMC Systems Biology 6:93, 2012.
  103. Lei Zhang, Long-qing Chen, Qiang Du†, Simultaneous Prediction of Morphologies of a Critical Nucleus and an Equilibrium Precipitate in Solids, Commun. Comput. Phys., 7, 674-682, 2010.
  104. Tae Wook Heo†, Lei Zhang, Qiang Du, and Long-Qing Chen, Incorporating Non-classical Nuclei in Phase-field Simulations, Scripta Materialia, 63, 8-11, 2010.
  105. Lei Zhang†, Long-qing Chen, Qiang Du, Diffuse-Interface Approach to Predicting Morphologies of Critical Nucleus and Equilibrium Structure for Cubic to Tetragonal Transformations, J. Comput. Phys., 229, 6574-6584, 2010.
  106. Qiang Du, Lei Zhang, A constrained string method and its numerical analysis, Commun. Math. Sci., 7, 1039-1051, 2009.
  107. Lei Zhang, Long-qing Chen, Qiang Du†, Mathematical and Numerical Aspects of Phase-field Approach to Critical Morphology in Solids, Journal of Scientific Computing, 37, 89-102, 2008.
  108. Lei Zhang, Long-qing Chen, Qiang Du†, Diffuse-Interface Description of Strain-Dominated Morphology of Critical Nuclei in Phase Transformations, Acta Materialia, 56, 3568-3576, 2008.
  109. Highlight
    Lei Zhang†, Long-qing Chen†, Qiang Du†, Morphology of critical nuclei in solid state phase transformations, Physical Review Letters, 98, No.25, 265703, 2007.

Software 软件

  1. SaddleScape-1.0: Constructing Solution Landscapes Using High-index Saddle Dynamics

Book 著作

  1. 葛颢，张磊, 生物数学建模 , 高等教育出版社 (2025)