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Zhaoyue Zhong, Wei Lin*, and Bo-Wei Qin* [2023] Modulating biological rhythms: A non-computational strategy harnessing nonlinearity and decoupling frequency and amplitude, Physical Review Letters, September 29, vol. 131, no. 13, Art. no. 138401.
Changqian Rao, Wei Lin, and Zhuoyi Song* [2023] Analytical refractory period distribution for a class of time-variant biochemical systems with second-order reactions, Journal of Chemical Physics, September 25, vol. 159, no. 12, Art. no. 124105.
Kaidian Wang, Luan Yang, Shijie Zhou*, and Wei Lin [2023] Desynchronizing oscillators coupled in multi-cluster networks through adaptively controlling partial networks, CHAOS, Fast Track, August 17, vol. 33, no. 9, Art. no. 091101.
Boyun Ji, Wei Lin, and Qunxi Zhu* [2023] Dimension reduction of collective attention networks, International Journal of Bifurcation and Chaos, August 14, vol. 33, no. 11, Art. no. 2350135.
Dongyan Sui, Chun Guan, Zhongxue Gan, Wei Lin, and Siyang Leng* [2023] Tuning convergence rate via non-Bayesian social learning: A trade-off between internal belief and external information, 62nd IEEE Conference on Decision and Control (IEEE CDC 2023), Regular Paper, July 12, accetped.
Xin Li, Qunxi Zhu*, Chengli Zhao*, Xuzhe Qian, Xue Zhang, Xiaojun Duan, and Wei Lin [2023] Tipping-point detection using reservoir computing, RESEARCH, May 29, vol. 6, Art. no. 0174.
Xing-Yue Duan, Xiong Ying, Si-Yang Leng, Juergen Kurths, Wei Lin*, and Huan-Fei Ma* [2023] Embedding theory of reservoir computing and reducing reservoir network using time delays, Physical Review Research, Letter, May, vol. 5, no. 2, Art. no. L022041.
Liufei Yang, Wei Lin, and Siyang Leng* [2023] Conditionally cross-map-based technique: From pairwise dynamical causality to causal network reconstruction, CHAOS, May, vol. 33, no. 6, Art. no. 063101.
Shijie Zhou, Wei Lin*, Xuerong Mao, and Jianhong Wu [2023] Generalized invariance principles for stochastic dynamical systems and their applications, IEEE Transactions on Automatic Control, Regular Paper, May, published in Early Access.
Peng Ji*, Jiachen Ye*, Yu Mu, Wei Lin, Yang Tian, Chittaranjan Hens, Matjaz Perc, Yang Tang, Jie Sun, Jurgen Kurths, Signal propagation in complex networks [2023] Physics Reports, Review Paper, Febuary, vol. 1017, 1-96.
Qunxi Zhu*, Xin Li, and Wei Lin* [2023] Leveraging neural differential equations and adaptive delayed feedback to detect unstable periodic orbits based on irregularly sampled time series, CHAOS, Editor's Pick, vol. 33, no. 3, Art. no. 031101.
Jingdong Zhang, Qunxi Zhu*, Wei Yang*, and Wei Lin* [2023] SYNC: Safety-aware neural control for stablizing stochastic delay-differential equations, The Eleventh International Conference on Learning Representations (ICLR 2023), accepted as a Poster.
Zhang Chen*, Wei Lin*, Dandan Yang, and Xiaodong Zuo [2023] Random attractors and invariant measures for 3D stochastic globally modified Navier-Stokes equations with time-dependent delay and coefficient, Discrete and Continuous Dynamical Systems-S, October, vol. 16, no. 10, 2721-2748.
Jingdong Zhang, Qunxi Zhu*, and Wei Lin* [2022] Hamiltonian neural Koopman operator, The Symbiosis of Deep Learning and Differential Equations - Workshop DLDE @ NeurIPS 2022, accepted. full file
Jingdong Zhang, Qunxi Zhu*, and Wei Lin* [2022] Neural stochastic control, 36th Conference on Neural Information Processing Systems (NeurIPS 2022), accepted. full file
Xiaoge Bao, Qitong Hu, Peng Ji*, Wei Lin, Juergen Kurths, and Jan Nagler* [2022] Impact of basic network motifs on the collective response to perturbations, Nature Communications, vol. 13, Sept. 8, Art. no. 5301.
Yongzheng Sun, Wang Li, Liang Li, Guanghui Wen, Sandro Azaele, and Wei Lin* [2022] Delay-induced directional switches and mean switching time in swarming systems, Physical Review Research, vol. 4, July, Art. no. 033054.
Xiaoxiao Peng* and Wei Lin* [2022] Complex dynamics of noise-perturbed excitatory-inhibitory neural networks with intra-correlative and inter-independent Connections, Frontiers in Physiology, Fractal Physiology, vol. 13, June, Art. no. 915511.
Xiong Ying, Si-Yang Leng, Huan-Fei Ma, Qing Nie, Ying-Cheng Lai, and Wei Lin* [2022] Continuity scaling: A rigorous framework for detecting and quantifying causality accurately, RESEARCH, vol. 2022, May, Art. no. 9870149 [Best Paper Award 2022].
Yu Wang, Fengzhu Sun, Wei Lin, and Shuqin Zhang* [2022] AC-PCoA: Adjustment for confounding factors using principal cordinate analysis, PLoS Computational Biology, vol. 18, no. 7, June, Art. no. e1010184 .
Shijie Zhou*, Wei Lin, Jianhong Wu [2022] Generalized invariance principles for discrete-time stochastic dynamical system, AUTOMATICA, vol. 143, September, Art. no. 110436. full file
Jiawen Hou, Huanfei Ma, Dake He, Jie Sun, Qing Nie*, and Wei Lin* [2022] Harvesting random embedding for high-frequency change-point detection in temporal complex systems, National Science Review, vol. 9, no. 4, April, Art. no. nwab228.
Shijie Zhou, Ying-Cheng Lai, and Wei Lin* [2022] Stochastically adaptive control and synchronization: From globally one-sided Lipschitzian to only locally Lipschitzian systems, SIAM Journal on Applied Dynamical Systems, vol. 21, no. 2, pp. 932-959.
Qunxi Zhu*, Yifei Shen, Dongsheng Li, and Wei Lin* [2022] Neural piecewise-constant delay differential equations, 36th AAAI Conference on Artificial Intelligence (AAAI 22), accepted. full file
Yukun Zou, Wei Yang*, Junjie Lai, Jiawen Hou, and Wei Lin [2022] Vaccination and quarantine effect on Covid-19 transmission dynamics incorportating Chinese-Spring-Festival travel rush: Modelling and simulations, Bulletin of Mathematical Biology, vol. 84, Art. no. 30.
Haitao Song, Fang Liu, Feng Li, Xiaochun Cao, Hao Wang, , Zhongwei Jia, Huaiping Zhu, Michael Y. Li, Wei Lin, Hong Yang, Jianghong Hu, and Zhen Jin* [2022] Modeling the second outbreak of COVID-19 with isolation and contact tracing, Discrete and Continuous Dynamical Systems - Series B, vol. 27, no. 10, October, pp. 5757-5777.
Xiaoge Bao, Peng Ji*, Wei Lin, Matja? Perc, and Juergen Kurths* [2021] The impact of COVID-19 on the worldwide air transportation networkThe impact of COVID-19 on the worldwide air transportation network, Royal Society Open Science, vol. 8, November, Art. no. 210682.
Bo-Wei Qin*, Lei Zhao, and Wei Lin* [2021] A frequency-amplitude coordinator and its optimal energy consumption for biological oscillators, Nature Communications, vol. 12, Oct. 8, Art. no. 5894 .
Duxin Chen, Yongzheng Sun, Wenwu Yu, Haitao Zhang, and Wei Lin* [2021] Coordinating directional switches in pigeon flocks: The role of nonlinear interactions, Royal Society Open Science, vol. 8, September, Art. no. 210649.
Qunxi Zhu*, Yao Guo*, and Wei Lin* [2021] Neural delay differential equations, The Ninth International Conference on Learning Representations (ICLR 2021), accepted as a Poster, full file.
Yuanren Jiang and Wei Lin* [2021] The role of random structures in tissue formation: From a viewpoint of morphogenesis in stochastic systems, International Journal of Bifurcation and Chaos, vol. 31, No. 11, Art. no. 2150171.
Yuankai Ha, Yao Guo*, and Wei Lin [2021] Non-Bayesian social learning model with periodically switching structures, CHAOS, vol. 31, April, Art. no. 043137.
Yiqun Dong, Jun Tao, Youmin Zhang, Wei Lin, and Jianliang Ai [2021] Deep learning in aircraft design, dynamics, and control: Review and prospects, IEEE Transactions on Aerospace and Electronic Systems, vol. 57, no. 4, August, pp. 2346-2368.
Shijie Zhou* and Wei Lin [2021] Eliminating synchronization of coupled neurons adaptively by using feedback coupling with heterogeneous delays, CHAOS, vol. 31, no. 2, February, Art. no. 023114.
Kai Shi, Lingli Zhang, Juehua Yu, Zilin Chen, Shenying Lai, Xingzhong Zhao, Wei-Guang Li, Qiang Luo, Wei Lin, Jianfeng Feng, Peer Bork, Xing-Ming Zhao*, and Fei Li* [2021] A 12-genus bacterial signature identifies a group of severe autism children with differential sensory behavior and brain structures, Clinical and Translational Medicine, vol. 11, no. 2, February, Art. no. e314.
Kunquan Lan and Wei Lin [2021] Steady-state solutions of one dimensional competition models in an unstirred chemostat via the fixed point index theory, Proceedings of the Royal Society of Edinburgh Section A: Mathematics, vol. 151 , no. 1, February, pp. 240 – 264.
Jiawen Hou, Jie Hong, Boyun Ji, Bowen Dong, Yun Chen, Michael P. Ward, Wei Tu, Zhen Jin, Jian Hu, Qing Su, Wenge Wang, Zheng Zhao, Shuang Xiao, Jiaqi Huang, Wei Lin*, and Zhijie Zhang* [2021] Changed transmission epidemiology of COVID-19 at early stage: A nationwide population-based piecewise mathematical modelling study, Travel Medicine and Infectious Diseases, vol. 39, Art. no. 101918. [Supplemental Materials: Changing transmission dynamics of COVID-19 in China: A nationwide population-based piecewise mathematical modeling study, medRxiv 2020:2020.03.27.20045757].
Jiachen Ye, Thomas Peron, Wei Lin, Jürgen Kurths, Peng Ji* [2021] Performance measures after perturbations in the presence of inertia, Communications in Nonlinear Science and Numerical Simulation, vol. 97, June, Art. no. 105727.
Qiyang Ge, Zixin Hu, Shudi Li, Wei Lin, Li Jin, and Momiao Xiong* [2021] A novel intervention recurrent autoencoder for real time forecasting and non-pharmaceutical intervention selection to curb the spread of Covid-19 in the world, Statistics and Its Interface, vol. 14, no. 1, pp. 37-47. full file.
Qiyang Ge, Xuelin Huang, Shenying Fang, Yuanyuan Liu, Wei Lin, and Momiao Xiong* [2020], Conditional generative adversarial networks for individualized treatment effect estimation and treatment selection, Frontiers in Genetics: Statistical Genetics and Methodology, vol. 11, Art. no. 585804.
Peng Ji, Wei Lin, and Jürgen Kurths [2020] Asymptotic scaling describing signal propagation in complex networks, Nature Physics, vol. 16, no. 11, 1082-1083.
Siyang Leng, Huanfei Ma, Jürgen Kurths, Ying-Cheng Lai, Wei Lin*, Kazuyuki Aihara, Luonan Chen [2020], Partial cross mapping eliminates indirect causal influences, Nature Communications, vol. 11, Article no. 2632.
Qunxi Zhu and Wei Lin* [2019] Stabilizing Boolean networks by optimal event-triggered feedback control, Systems & Control Letters, vol. 126, 40-47.
Huanfei Ma, Siyang Leng, Kazuyuki Aihara, Wei Lin*, and Luonan Chen [2018], Randomly distributed embedding making short-term high-dimensional data predictable, Proceedings of the National Academy of Sciences of the United States of America, vol. 115, no. 43, E9994-E10002.
Yao Guo, Wei Lin*, and Guanrong Chen [2018] Stability of switched systems on randomly switching durations with random interaction matrices, IEEE Transaction on Automatic Control, Regular Paper, vol. 63, no. 1, 21-36.
Yongzheng Sun, Siyang Leng, Ying-Cheng Lai, Celso Grebogi, and Wei Lin* [2017] Closed-loop control of complex networks: A trade-off between time and energy, Physical Review Letters, vol. 119, Article no. 198301.