Ying-Cheng Lai
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Explore the profile of Ying-Cheng Lai including associated specialties, affiliations and a list of published articles.
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285
Citations
1704
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Recent Articles
1.
Chattopadhyay A, Samadder A, Mukhopadhyay S, Bhattacharya S, Lai Y
Phys Rev E
. 2025 Feb;
111(1-1):014407.
PMID: 39972750
Mutually beneficial interactions between plants and pollinators are crucial for biodiversity, ecosystem stability, and crop production. A threat to a mutualistic network is the occurrence of a tipping point at...
2.
Moradi M, Zhai Z, Panahi S, Lai Y
Chaos
. 2024 Dec;
34(12).
PMID: 39625676
A foundational machine-learning architecture is reinforcement learning, where an outstanding problem is achieving an optimal balance between exploration and exploitation. Specifically, exploration enables the agents to discover optimal policies in...
3.
Kong L, Brewer G, Lai Y
Nat Commun
. 2024 Jun;
15(1):4840.
PMID: 38844437
Traditional neural network models of associative memories were used to store and retrieve static patterns. We develop reservoir-computing based memories for complex dynamical attractors, under two common recalling scenarios in...
4.
Panahi S, Lai Y
Chaos
. 2024 May;
34(5).
PMID: 38717410
A problem in nonlinear and complex dynamical systems with broad applications is forecasting the occurrence of a critical transition based solely on data without knowledge about the system equations. When...
5.
Bi M, Fan H, Yan X, Lai Y
Phys Rev Lett
. 2024 Apr;
132(13):137201.
PMID: 38613259
Identifying hidden states in nonlinear physical systems that evade direct experimental detection is important as disturbances and noises can place the system in a hidden state with detrimental consequences. We...
6.
Ding X, Kong L, Zhang H, Lai Y
Chaos
. 2024 Apr;
34(4).
PMID: 38574280
Reconstructing complex networks and predicting the dynamics are particularly challenging in real-world applications because the available information and data are incomplete. We develop a unified collaborative deep-learning framework consisting of...
7.
Panahi S, Do Y, Hastings A, Lai Y
Proc Natl Acad Sci U S A
. 2023 Dec;
120(51):e2308820120.
PMID: 38091288
In an ecosystem, environmental changes as a result of natural and human processes can cause some key parameters of the system to change with time. Depending on how fast such...
8.
Ma C, Lai Y, Li X, Zhang H
Phys Rev E
. 2023 Oct;
108(3-1):034304.
PMID: 37849195
The challenging problem of network reconstruction from dynamical data can in general be formulated as an optimization task of solving multiple linear equations. Existing approaches are of the two types:...
9.
Zhai Z, Moradi M, Kong L, Glaz B, Haile M, Lai Y
Nat Commun
. 2023 Sep;
14(1):5698.
PMID: 37709780
Nonlinear tracking control enabling a dynamical system to track a desired trajectory is fundamental to robotics, serving a wide range of civil and defense applications. In control engineering, designing tracking...
10.
Kong L, Shi W, Tian X, Lai Y
bioRxiv
. 2023 Jun;
PMID: 37333159
The successful integration of engineered gene circuits into host cells remains a significant challenge in synthetic biology due to circuit-host interactions, such as growth feedback, where the circuit influences cell...