Lai, Ying-Cheng
- Machine learning prediction of critical transition and system collapse
2020/12/02 by Ling-Wei Kong, Kong, Ling-Wei, Huawei Fan +5 · 6 citations
Computer Science · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Artificial Intelligence (cs.AI) #Data Analysis #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Statistics and Probability (physics.data-an) #stochastic dynamics and bifurcation
- Model-free prediction of spatiotemporal dynamical systems with recurrent neural networks: Role of network spectral radius
2019/10/10 by Junjie Jiang, Ying‐Cheng Lai, Jiang, Junjie +1 · 4 citations
Computer Science · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Nonlinear Dynamics and Pattern Formation #Statistics and Probability (physics.data-an)
- Emergence of grouping in multi-resource minority game dynamics
2012/04/13 by Zi‐Gang Huang, Jiqiang Zhang, Huang, Zi-Gang +7 · 3 citations
Economics, Econometrics and Finance · Physics and Astronomy · Social Sciences · #Adaptation and Self-Organizing Systems (nlin.AO) #Complex Systems and Time Series Analysis #Evolutionary Game Theory and Cooperation #FOS: Physical sciences #Opinion Dynamics and Social Influence
- Controlling herding in minority game systems
2015/11/04 by Zhang, Ji-Qiang, Huang, Zi-Gang, Wu, Zhi-Xi +2 · 3 citations
#FOS: Physical sciences #Physics and Society (physics.soc-ph)
- Kolmogorov-Arnold Network Autoencoders
2024/10/02 by Mohammadamin Moradi, Shirin Panahi, Moradi, Mohammadamin +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Computing and Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Data-driven model discovery with Kolmogorov-Arnold networks
2024/09/23 by Moradi, Mohammadamin, Panahi, Shirin, Bollt, Erik M. +1 · 3 citations
#Chaotic Dynamics (nlin.CD) #Data Analysis #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- Emergence of a stochastic resonance in machine learning
2022/11/15 by Zheng-Meng Zhai, Lingwei Kong, Ling-Wei Kong +5 · 1 voice
Computer Science · Mathematics · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Neural Networks and Reservoir Computing #cs.LG #math.DS #stochastic dynamics and bifurcation
- Controlling nonergodicity in quantum many-body systems by reinforcement learning
2024/08/21 by Li-Li Ye, Ye, Li-Li, Ying‐Cheng Lai +1 · 1 citation
Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Applied Physics (physics.app-ph) #Cold Atom Physics and Bose-Einstein Condensates #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Quantum Physics (quant-ph) #Quantum many-body systems #Statistical Mechanics (cond-mat.stat-mech)