Zheng-Meng Zhai

According to our database, Zheng-Meng Zhai authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Anticipating tipping in spatiotemporal systems with machine learning.

Smita Deb, Zheng-Meng Zhai, Mulugeta A. Haile, Ying-Cheng Lai

CoRR, April, 2026

2025

Deficiency of equation-finding approach to data-driven modeling of dynamical systems.

Zheng-Meng Zhai, Valerio Lucarini, Ying-Cheng Lai

CoRR, September, 2025

2024

Reconstructing dynamics from sparse observations with no training on target system.

Zheng-Meng Zhai, Jun-Yin Huang, Benjamin D. Stern, Ying-Cheng Lai

CoRR, 2024

Learning to learn ecosystems from limited data - a meta-learning approach.

Zheng-Meng Zhai, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai

CoRR, 2024

Machine-learning prediction of tipping and collapse of the Atlantic Meridional Overturning Circulation.

Shirin Panahi, Ling-Wei Kong, Mohammadamin Moradi, Zheng-Meng Zhai, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai

CoRR, 2024

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

Mohammadamin Moradi, Zheng-Meng Zhai, Aaron Nielsen, Ying-Cheng Lai

CoRR, 2024

2023

Machine-learning parameter tracking with partial state observation.

Zheng-Meng Zhai, Mohammadamin Moradi, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai

CoRR, 2023

Model-free tracking control of complex dynamical trajectories with machine learning.

Zheng-Meng Zhai, Mohammadamin Moradi, Ling-Wei Kong, Bryan Glaz, Mulugeta A. Haile, Ying-Cheng Lai

CoRR, 2023

2022

Emergence of a stochastic resonance in machine learning.

Zheng-Meng Zhai, Ling-Wei Kong, Ying-Cheng Lai

CoRR, 2022