Levine, Matthew E.

1. A Framework for Machine Learning of Model Error in Dynamical Systems
   2021/07/14 by Matthew E. Levine, Andrew M. Stuart, Levine, Matthew E. +1 · 2 citations
   Computer Science · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
2. Learning About Structural Errors in Models of Complex Dynamical Systems
   2023/12/29 by Jinlong Wu, Wu, Jin-Long, Matthew E. Levine +5 · 3 citations
   Earth and Planetary Sciences · Environmental Science · #68T01 #Computational Physics (physics.comp-ph) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Hydrology and Watershed Management Studies #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations
3. Hybrid² Neural ODE Causal Modeling and an Application to Glycemic Response
   2024/02/27 by Bob Junyi Zou, Zou, Bob Junyi, Matthew E. Levine +7 · 2 citations
   Engineering · #Applications (stat.AP) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Methodology (stat.ME)
4. Continuum Attention for Neural Operators
   2024/06/10 by Calvello, Edoardo, Kovachki, Nikola B., Levine, Matthew E. +1 · 2 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)