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Yuying Liu
Yuying Liu
Applied Scientist, Amazon
E-mail confirmado em uw.edu
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Hierarchical deep learning of multiscale differential equation time-steppers
Y Liu, JN Kutz, SL Brunton
Philosophical Transactions of the Royal Society A 380 (2229), 20210200, 2022
992022
Multiresolution convolutional autoencoders
Y Liu, C Ponce, SL Brunton, JN Kutz
Journal of Computational Physics 474, 111801, 2023
452023
Physics-informed neural ODE (PINODE): embedding physics into models using collocation points
A Sholokhov, Y Liu, H Mansour, S Nabi
Scientific Reports 13 (1), 10166, 2023
252023
PyNumDiff: A Python package for numerical differentiation of noisy time-series data
F Van Breugel, Y Liu, BW Brunton, JN Kutz
Journal of open source software 7 (71), 4078, 2022
212022
Physics-Informed Koopman Network for time-series prediction of dynamical systems
Y Liu, A Sholokhov, H Mansour, S Nabi
ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024
8*2024
Neural Networks for Nonlinear Dynamical Systems
Y Liu
University of Washington, 2022
2022
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Artigos 1–6