Miguel Liu-Schiaffini
- Neural Operators for Accelerating Scientific Simulations and Design
2023/09/27 by Nikola Kovachki, Azizzadenesheli, Kamyar, Zongyi Li +8 · 48 citations
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Reservoir Engineering and Simulation Methods
- Neural Operators with Localized Integral and Differential Kernels
2024/02/26 by Miguel Liu-Schiaffini, Liu-Schiaffini, Miguel, Julius Berner +9 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)
- A Library for Learning Neural Operators
2024/12/13 by Jean Kossaifi, Kossaifi, Jean, Nikola Kovachki +17 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications