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Journal Articles

An ultrathin absorber for broadband low-frequency sound enabled by an impedance boundary

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Yuanzhou Zhu, Chun Gong, Xuan Zhang, Houyou Long, Taimin Wang, Ying Cheng, Xiaojun Liu
Journal: Applied Physics Letters
Appl. Phys. Lett. 126, 251702 (2025)
https://doi.org/10.1063/5.0280690
Published: June 2025
View articletitled, An ultrathin absorber for broadband low-frequency sound enabled by an impedance boundary
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Journal Articles

Scaling of nodal resilience and influence in complex dynamical networks

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Li-Lei Han, Lang Zeng, Hayoung Choi, Ying-Cheng Lai, Younghae Do
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 35, 053111 (2025)
https://doi.org/10.1063/5.0254365
Published: May 2025
View articletitled, Scaling of nodal resilience and influence in complex dynamical networks
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Journal Articles

Global phase-space approach to rate-induced tipping: A brief review

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Shirin Panahi, Ying-Cheng Lai
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 35, 043139 (2025)
https://doi.org/10.1063/5.0226420
Published: April 2025
View articletitled, Global phase-space approach to rate-induced tipping: A brief review
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Journal Articles

Entanglement engineering of optomechanical systems by reinforcement learning

Open Access
Li-Li Ye, Christian Arenz, Joseph M. Lukens, Ying-Cheng Lai
Journal: APL Machine Learning
APL Mach. Learn. 3, 016107 (2025)
https://doi.org/10.1063/5.0233470
Published: January 2025
View articletitled, Entanglement engineering of optomechanical systems by reinforcement learning
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Journal Articles

Adaptive network approach to exploration–exploitation trade-off in reinforcement learning

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Mohammadamin Moradi, Zheng-Meng Zhai, Shirin Panahi, Ying-Cheng Lai
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 34, 123120 (2024)
https://doi.org/10.1063/5.0221833
Published: December 2024
View articletitled, Adaptive network approach to exploration–exploitation trade-off in reinforcement learning
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Journal Articles

Deep-learning design of electronic metasurfaces in graphene for quantum control and Dirac electron holography

Open Access
Chen-Di Han, Li-Li Ye, Zin Lin, Vassilios Kovanis, Ying-Cheng Lai
Journal: APL Machine Learning
APL Mach. Learn. 2, 036105 (2024)
https://doi.org/10.1063/5.0216271
Published: August 2024
View articletitled, Deep-learning design of electronic metasurfaces in graphene for quantum control and Dirac electron holography
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Journal Articles

Machine-learning nowcasting of the Atlantic Meridional Overturning Circulation

Open Access
Zheng-Meng Zhai, Mohammadamin Moradi, Shirin Panahi, Zhi-Hua Wang, Ying-Cheng Lai
Journal: APL Machine Learning
APL Mach. Learn. 2, 036103 (2024)
https://doi.org/10.1063/5.0207539
Published: July 2024
View articletitled, Machine-learning nowcasting of the Atlantic Meridional Overturning Circulation
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Journal Articles

Heterogeneous reinforcement learning for defending power grids against attacks

Open Access
Mohammadamin Moradi, Shirin Panahi, Zheng-Meng Zhai, Yang Weng, John Dirkman, Ying-Cheng Lai
Journal: APL Machine Learning
APL Mach. Learn. 2, 026121 (2024)
https://doi.org/10.1063/5.0216874
Published: June 2024
View articletitled, Heterogeneous reinforcement learning for defending power grids against attacks
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Journal Articles

Pseudospin-dependent acoustic topological edge and corner states in silica aerogel metamaterials

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Chen Liu, Wei Xiong, Wenjie Liu, Yihe Wang, Zhiwang Zhang, Ying Cheng, Xiaojun Liu
Journal: The Journal of the Acoustical Society of America
J. Acoust. Soc. Am. 155, 3436–3446 (2024)
https://doi.org/10.1121/10.0026118
Published: May 2024
View articletitled, Pseudospin-dependent acoustic topological edge and corner states in silica aerogel metamaterials
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Journal Articles

Adaptable reservoir computing: A paradigm for model-free data-driven prediction of critical transitions in nonlinear dynamical systems

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Shirin Panahi, Ying-Cheng Lai
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 34, 051501 (2024)
https://doi.org/10.1063/5.0200898
Published: May 2024
View articletitled, Adaptable reservoir computing: A paradigm for model-free data-driven prediction of critical transitions in nonlinear dynamical systems
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Journal Articles

Robust multi-band acoustic router by hybridizing distinct topological phases

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Yang Hu, Zhiwang Zhang, Ying Cheng, Xiaojun Liu
Journal: Applied Physics Letters
Appl. Phys. Lett. 124, 151701 (2024)
https://doi.org/10.1063/5.0201804
Published: April 2024
View articletitled, Robust multi-band acoustic router by hybridizing distinct topological phases
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Includes: Supplementary data
Journal Articles

Deep-learning reconstruction of complex dynamical networks from incomplete data

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Xiao Ding, Ling-Wei Kong, Hai-Feng Zhang, Ying-Cheng Lai
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 34, 043115 (2024)
https://doi.org/10.1063/5.0201557
Published: April 2024
View articletitled, Deep-learning reconstruction of complex dynamical networks from incomplete data
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Journal Articles

Random forests for detecting weak signals and extracting physical information: A case study of magnetic navigation

Open Access
Mohammadamin Moradi, Zheng-Meng Zhai, Aaron Nielsen, Ying-Cheng Lai
Journal: APL Machine Learning
APL Mach. Learn. 2, 016118 (2024)
https://doi.org/10.1063/5.0189564
Published: March 2024
View articletitled, Random forests for detecting weak signals and extracting physical information: A case study of magnetic navigation
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Journal Articles

Optical properties of two-dimensional Dirac–Weyl materials with a flatband

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Li-Li Ye, Chen-Di Han, Ying-Cheng Lai
Journal: Applied Physics Letters
Appl. Phys. Lett. 124, 060501 (2024)
https://doi.org/10.1063/5.0178936
Published: February 2024
View articletitled, Optical properties of two-dimensional Dirac–Weyl materials with a flatband
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Journal Articles

Acoustic real second-order nodal-loop semimetal and non-Hermitian modulation

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Zichong Yue, Zhiwang Zhang, Ying Cheng, Xiaojun Liu, Johan Christensen
Journal: Applied Physics Letters
Appl. Phys. Lett. 123, 242201 (2023)
https://doi.org/10.1063/5.0173791
Published: December 2023
View articletitled, Acoustic real second-order nodal-loop semimetal and non-Hermitian modulation
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Includes: Supplementary data
Journal Articles

Acoustic coherent perfect absorption based on a PT symmetric coupled Mie resonator system

Open Access
Fangfang Ju, Chen Liu, Ying Cheng, Shengyou Qian, Xiaojun Liu
Journal: APL Materials
APL Mater. 11, 121104 (2023)
https://doi.org/10.1063/5.0179484
Published: December 2023
View articletitled, Acoustic coherent perfect absorption based on a PT symmetric coupled Mie resonator system
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Includes: Supplementary data
Journal Articles

An acoustic metaliner for ultra-broadband sound absorption

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Taimin Wang, Chun Gong, Suying Zhang, Yuanzhou Zhu, Houyou Long, Ying Cheng, Xiaojun Liu
Journal: Applied Physics Letters
Appl. Phys. Lett. 123, 161704 (2023)
https://doi.org/10.1063/5.0166720
Published: October 2023
View articletitled, An acoustic metaliner for ultra-broadband sound absorption
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Includes: Supplementary data
Journal Articles

Rainbow trapping for sound waves in one-dimensional topological insulator

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Chen Liu, Zhiwang Zhang, Danwei Liao, Zichong Yue, Chengrong Ma, Ying Cheng, Xiaojun Liu
Journal: Applied Physics Letters
Appl. Phys. Lett. 123, 041701 (2023)
https://doi.org/10.1063/5.0155714
Published: July 2023
View articletitled, Rainbow trapping for sound waves in one-dimensional topological insulator
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Includes: Supplementary data
Journal Articles

Short-lived chimera states

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Ling-Wei Kong, Ying-Cheng Lai
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 063127 (2023)
https://doi.org/10.1063/5.0145573
Published: June 2023
View articletitled, Short-lived chimera states
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Journal Articles

Reservoir computing as digital twins for nonlinear dynamical systems

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Ling-Wei Kong, Yang Weng, Bryan Glaz, Mulugeta Haile, Ying-Cheng Lai
Journal: Chaos: An Interdisciplinary Journal of Nonlinear Science
Chaos 33, 033111 (2023)
https://doi.org/10.1063/5.0138661
Published: March 2023
View articletitled, Reservoir computing as digital twins for nonlinear dynamical systems
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