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Chaos (Woodbury, N.Y.)|October 3, 2019
Detecting unstable periodic orbits based only on time series: When adaptive delayed feedback control meets reservoir computingQunxi Zhu, Huanfei Ma, Wei LinNature Communications|March 21, 2024
Higher-order Granger reservoir computing: simultaneously achieving scalable complex structures inference and accurate dynamics predictionXin Li, Qunxi Zhu, Chengli Zhao, et al.Chaos (Woodbury, N.Y.)|April 1, 2023
Leveraging neural differential equations and adaptive delayed feedback to detect unstable periodic orbits based on irregularly sampled time seriesQunxi Zhu, Xin Li, Wei LinChaos (Woodbury, N.Y.)|May 4, 2026
A general framework for neural delay differential equations with various delay typesJiaxuan Zhang, Qunxi Zhu, Wei LinPhysical Review. E, Statistical, Nonlinear, and Soft Matter Physics|June 18, 2013
Detecting unstable periodic orbits in high-dimensional chaotic systems from time series: reconstruction meeting with adaptationHuanfei Ma, Wei Lin, Ying-Cheng LaiChaos (Woodbury, N.Y.)|April 1, 2019
Emergent dynamics of coordinated cells with time delays in a tissueChiyu Pan, Yuanren Jiang, Qunxi Zhu, et al.Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|January 15, 2011
Adaptive identification of time delays in nonlinear dynamical modelsHuanfei Ma, Bing Xu, Wei Lin, et al.Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|January 15, 2011
Locating unstable periodic orbits: when adaptation integrates into delayed feedback controlWei Lin, Huanfei Ma, Jianfeng Feng, et al.Physical Review. E|August 20, 2024
Machine-learning-coined noise induces energy-saving synchronyJingdong Zhang, Luan Yang, Qunxi Zhu, et al.Proceedings of the National Academy of Sciences of the United States of America|October 10, 2018
Randomly distributed embedding making short-term high-dimensional data predictableHuanfei Ma, Siyang Leng, Kazuyuki Aihara, et al.Pageof 728