Yuanzhao Zhang
- Zero-shot forecasting of chaotic systems
2024/09/24 by Yuanzhao Zhang, Zhang, Yuanzhao, William Gilpin +1 · 2 voices · 5 citations
Computer Science · Economics, Econometrics and Finance · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Complex Systems and Time Series Analysis #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #cs.LG #nlin.CD #physics.comp-ph
- Basins with tentacles
2021/06/10 by Yuanzhao Zhang, Steven H. Strogatz · 2 voices · 4 citations
#nlin.AO #cond-mat.dis-nn #math.DS
- How more data can hurt: Instability and regularization in next-generation reservoir computing
2024/07/11 by Yuanzhao Zhang, Zhang, Yuanzhao, Santos, Edmilson Roque dos +2 · 1 citation
Computer Science · Engineering · #Neural Networks and Reservoir Computing #Neural Networks and Applications #Advanced Memory and Neural Computing
- A minimal model of peripheral clocks reveals differential circadian re-entrainment in aging
2022/12/27 by Yitong Huang, Yuanzhao Zhang, Huang, Yitong +3 · 1 citation
Neuroscience · #Adaptation and Self-Organizing Systems (nlin.AO) #Biological Physics (physics.bio-ph) #Circadian rhythm and melatonin #FOS: Biological sciences #FOS: Physical sciences #Quantitative Methods (q-bio.QM)
- Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning
2025/05/16 by Yuanzhao Zhang, Zhang, Yuanzhao, William Gilpin +1 · 2 citations
Computer Science · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Quantum many-body systems