Miguel Liu-Schiaffini

Miguel Liu-Schiaffini

California Institute of Technology Caltech - Pasadena / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 5303895
California Institute of Technology
person_outline Miguel Liu-Schiaffini's MOST POPULAR ARTICLES
1-) Neural operators for accelerating scientific simulations and designK Azizzadenesheli, N Kovachki, Z Li, M Liu-Schiaffini, J Kossaifi, ...Nature Reviews Physics, 1-9, 2024702024
2-) Learning Chaotic Dynamics in Dissipative SystemsZ Li*, M Liu-Schiaffini*, NB Kovachki, K Azizzadenesheli, B Liu, ...Advances in Neural Information Processing Systems, 202253*2022
3-) Ice thickness from deep learning and conditional random fields: application to ice-penetrating radar data with radiometric validationM Liu-Schiaffini, G Ng, C Grima, D YoungIEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 202282022
4-) Neural Operators with Localized Integral and Differential KernelsM Liu-Schiaffini*, J Berner*, B Bonev*, T Kurth, K Azizzadenesheli, ...International Conference on Machine Learning, 202492024
5-) Tipping point forecasting in non-stationary dynamics on function spacesM Liu-Schiaffini, CE Singer, N Kovachki, T Schneider, K Azizzadenesheli, ...arXiv preprint arXiv:2308.08794, 202342023