YL
Y. Lai
physics.soc-phnlin.CDNonlinear Dynamicscs.SInlin.AOquant-phcs.LGModels, BiologicalAlgorithmscond-mat.mes-hall
On Valency
published · living versionsW_aj3np682·v1 · currentpublished
DESI 2024 II: Sample Definitions, Characteristics, and Two-point Clustering Statistics
with DESI Collaboration, A. G. Adame, J. Aguilar, S. Ahlen +198
1 version
Preprints & journals
367 papers in the corpus · 1992–2026Memorial for Dr. Erik Bollt2608.02973v2 · Scott Bollt, Mario di Bernardo, Jeremie Fish et al.2026 · 0 citationsarXiv
Optimizing disorder with machine learning to harness phase synchronization.41925544 · Huang, Jun-Yin, Zhai, Zheng-Meng, Ye, Li-Li et al.2026 · 1 citationChaos (Woodbury, N.Y.). 2026;36(4)
Controlling severe atopic dermatitis dynamics.41842932 · Kang, Yoseb, Lai, Ying-Cheng2026 · 0 citationsChaos (Woodbury, N.Y.). 2026;36(3)
Unsupervised Learning for Anticipating Critical Transitions.41791071 · Panahi, Shirin, Kong, Ling-Wei, Glaz, Bryan et al.2026 · 1 citationPhysical review letters. 2026;136(7):077301
Learning to learn ecosystems from limited data.41405860 · Zhai, Zheng-Meng, Glaz, Bryan, Haile, Mulugeta et al.2026 · 2 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(51):e2525347122
Neuromorphic reservoir computing.41459999 · Panahi, Shirin, Zhai, Zheng-Meng, Haile, Mulugeta et al.2025 · 3 citationsChaos (Woodbury, N.Y.). 2025;35(12)
Disorder-mediated synchronization resonance in coupled semiconductor lasers2509.07302v3 · Li-Li Ye, Nathan Vigne, Fan-Yi Lin et al.2025 · 1 citationPhys. Rev. Research 8, 013104 (2026)
Generalized paradox of enrichment: noise-driven rare rarity in degraded ecological systems.40897310 · Panahi, Shirin, Feudel, Ulrike, Abbott, Karen C et al.2025 · 1 citationJournal of the Royal Society, Interface. 2025;22(230):20250087
Bridging known and unknown dynamics by transformer-based machine-learning inference from sparse observations.40877250 · Zhai, Zheng-Meng, Stern, Benjamin D, Lai, Ying-Cheng2026 · 10 citationsNature communications. 2025;16(1):8053
Reordered hierarchical complexity in ecosystems with delayed interactions.40697189 · Qin, Bo-Wei, Sheng, Wenbo, Qian, Xuzhe et al.2025 · 3 citationsPNAS nexus. 2025;4(7):pgaf214
Dynamical mechanisms of growth-feedback effects on adaptive gene circuits.40470804 · Kong, Ling-Wei, Shi, Wenjia, Tian, Xiao-Jun et al.2025 · 2 citationseLife. 2025;12
Inflammation dynamics of atopic dermatitis: Phase transition and scaling law of remission time.40460568 · Kang, Yoseb, Hwang, Jaewoo, Jang, Yong Hyun et al.2025 · 2 citationsComputers in biology and medicine. 2025;194:110391
Scaling of nodal resilience and influence in complex dynamical networks.40315123 · Han, Li-Lei, Zeng, Lang, Choi, Hayoung et al.2025 · 3 citationsChaos (Woodbury, N.Y.). 2025;35(5)
Optimizing disorder with machine learning to harness synchronization2504.09808v2 · Jun-Yin Huang, Zheng-Meng Zhai, Vassilios Kovanis et al.2025 · 0 citationsarXiv
Floquet quantum many-body scars in the tilted Fermi-Hubbard chain2504.02152v1 · Jun-Yin Huang, Li-Li Ye, Ying-Cheng Lai2025 · 2 citationsarXiv
Global phase-space approach to rate-induced tipping: A brief review.40261791 · Panahi, Shirin, Lai, Ying-Cheng2025 · 5 citationsChaos (Woodbury, N.Y.). 2025;35(4)
Adaptive network approach to exploration-exploitation trade-off in reinforcement learning.39625676 · Moradi, Mohammadamin, Zhai, Zheng-Meng, Panahi, Shirin et al.2024 · 6 citationsChaos (Woodbury, N.Y.). 2024;34(12)
High-order exceptional points and stochastic resonance in pseudo-Hermitian systems2410.13724v1 · Shirin Panahi, Li-Li Ye, Ying-Cheng Lai2024 · 0 citationsarXiv
Kolmogorov-Arnold Network Autoencoders2410.02077v1 · Mohammadamin Moradi, Shirin Panahi, Erik Bollt et al.2024 · 5 citationsarXiv
Learning to learn ecosystems from limited data -- a meta-learning approach2410.07368v1 · Zheng-Meng Zhai, Bryan Glaz, Mulugeta Haile et al.2024 · 0 citationsarXiv
Data-driven model discovery with Kolmogorov-Arnold networks2409.15167v1 · Mohammadamin Moradi, Shirin Panahi, Erik M. Bollt et al.2024 · 24 citationsarXiv
Effects of growth feedback on adaptive gene circuits: A dynamical understanding.37333159 · Kong, Ling-Wei, Shi, Wenjia, Tian, Xiao-Jun et al.2025 · 2 citationsbioRxiv : the preprint server for biology. 2024
Controlling nonergodicity in quantum many-body systems by reinforcement learning2408.11989v3 · Li-Li Ye, Ying-Cheng Lai2024 · 4 citationsPhys. Rev. Research 7, 013256, 2025
Entanglement engineering of optomechanical systems by reinforcement learning2406.04550v3 · Li-Li Ye, Christian Arenz, Joseph M. Lukens et al.2024 · 8 citationsAPL Mach. Learn. 3, 016107 (2025)
Reservoir-computing based associative memory and itinerancy for complex dynamical attractors.38844437 · Kong, Ling-Wei, Brewer, Gene A, Lai, Ying-Cheng2024 · 40 citationsNature communications. 2024;15(1):4840
Deep-learning design of graphene metasurfaces for quantum control and Dirac electron holography2405.05975v1 · Chen-Di Han, Li-Li Ye, Zin Lin et al.2024 · 5 citationsarXiv
Adaptable reservoir computing: A paradigm for model-free data-driven prediction of critical transitions in nonlinear dynamical systems.38717410 · Panahi, Shirin, Lai, Ying-Cheng2024 · 33 citationsChaos (Woodbury, N.Y.). 2024;34(5)
Deep-learning reconstruction of complex dynamical networks from incomplete data.38574280 · Ding, Xiao, Kong, Ling-Wei, Zhang, Hai-Feng et al.2024 · 15 citationsChaos (Woodbury, N.Y.). 2024;34(4)
Folding State within a Hysteresis Loop: Hidden Multistability in Nonlinear Physical Systems.38613259 · Bi, Meng-Xia, Fan, Huawei, Yan, Xiao-Hong et al.2024 · 31 citationsPhysical review letters. 2024;132(13):137201
An experimental scheme for determining the Berry phase in two-dimensional quantum materials with a flat band2402.15596v2 · Li-Li Ye, Cheng-Zhen Wang, Ying-Cheng Lai2024 · 5 citationsarXiv
Optical properties of two dimensional Dirac Weyl materials with a flatband2402.14238v1 · Li-Li Ye, Chen-Di Han, Ying-Cheng Lai2024 · 7 citationsAppl. Phys. Lett. 124, 060501 (2024)
Irregular Bloch Zener oscillations in two-dimensional flat-band Dirac materials2402.14243v2 · Li-Li Ye, Ying-Cheng Lai2024 · 8 citationsPhys. Rev. B 107 (2023), 165422
Spin-dependent edge states in two-dimensional Dirac materials with a flat band2402.14248v2 · Li-Li Ye, Chen-Di Han, Ying-Cheng Lai2024 · 2 citationsPhys. Rev. B 108 (2023), 235404
Geometry-induced wavefunction collapse2402.13980v2 · Li-Li Ye, Chen-Di Han, Liang Huang et al.2024 · 2 citationsPhysical Review A 106.2 (2022): 022207
Random forests for detecting weak signals and extracting physical information: a case study of magnetic navigation2402.14131v1 · Mohammadamin Moradi, Zheng-Meng Zhai, Aaron Nielsen et al.2024 · 9 citationsAPL Machine Learning 2 (1), 016118 (2024)
Rate-induced tipping in complex high-dimensional ecological networks.38091288 · Panahi, Shirin, Do, Younghae, Hastings, Alan et al.2023 · 27 citationsProceedings of the National Academy of Sciences of the United States of America. 2023;120(51):e2308820120
Machine-learning parameter tracking with partial state observation2311.09142v1 · Zheng-Meng Zhai, Mohammadamin Moradi, Bryan Glaz et al.2023 · 11 citationsarXiv
Digital twins of nonlinear dynamical systems: A perspective2309.11461v1 · Ying-Cheng Lai2023 · 11 citationsarXiv
Model-free tracking control of complex dynamical trajectories with machine learning.37709780 · Zhai, Zheng-Meng, Moradi, Mohammadamin, Kong, Ling-Wei et al.2023 · 69 citationsNature communications. 2023;14(1):5698
General optimization framework for accurate and efficient reconstruction of symmetric complex networks from dynamical data.37849195 · Ma, Chuang, Lai, Ying-Cheng, Li, Xiang et al.2023 · 11 citationsPhysical review. E. 2023;108(3-1):034304
Validity of Markovian modeling for transient memory-dependent epidemic dynamics2306.16864v2 · Mi Feng, Liang Tian, Ying-Cheng Lai et al.2023 · 8 citationsarXiv
Short-lived chimera states.37276573 · Kong, Ling-Wei, Lai, Ying-Cheng2023 · 5 citationsChaos (Woodbury, N.Y.). 2023;33(6)
Reservoir computing as digital twins for nonlinear dynamical systems.37003826 · Kong, Ling-Wei, Weng, Yang, Glaz, Bryan et al.2023 · 76 citationsChaos (Woodbury, N.Y.). 2023;33(3):033111
Generating extreme quantum scattering in graphene with machine learning2212.06929v1 · Chen-Di Han, Ying-Cheng Lai2022 · 7 citationsarXiv
Emergence of a stochastic resonance in machine learning2211.09955v1 · Zheng-Meng Zhai, Ling-Wei Kong, Ying-Cheng Lai2022 · 1 citationarXiv
Digital twins of nonlinear dynamical systems2210.06144v1 · Ling-Wei Kong, Yang Weng, Bryan Glaz et al.2022 · 2 citationsarXiv
The fundamental benefits of multiplexity in ecological networks.36167085 · Meng, Yu, Lai, Ying-Cheng, Grebogi, Celso2022 · 14 citationsJournal of the Royal Society, Interface. 2022;19(194):20220438
Structural position vectors and symmetries in complex networks.36182361 · Long, Yong-Shang, Zhai, Zheng-Meng, Tang, Ming et al.2022 · 4 citationsChaos (Woodbury, N.Y.). 2022;32(9):093132
Detecting the causal influence of thermal environments among climate regions in the United States.36030637 · Yang, Xueli, Wang, Zhi-Hua, Wang, Chenghao et al.2022 · 24 citationsJournal of environmental management. 2022;322:116001
Beyond Boolean: Ternary networks and dynamics.36049930 · Yao, Yu-Xiang, Dong, Jia-Qi, Zhu, Jie-Ying et al.2022 · 6 citationsChaos (Woodbury, N.Y.). 2022;32(8):083117
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