Yuying Liu

2020202120222023202420252 18 28 51 83 8

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J. Nathan KutzProfessor of Applied Mathematics & Electrical and Computer EngineeringVerified email at uw.edu
Steven L. BruntonProfessor, University of WashingtonVerified email at uw.edu
Saleh NabiAI Researcher, Schneider ElectricVerified email at se.com
Hassan MansourMitsubishi Electric Research LaboratoriesVerified email at merl.com
Floris van BreugelAssistant Professor, University of Nevada, RenoVerified email at unr.edu
Bingni W. BruntonProfessor, Richard and Joan Komen University Chair, University of Washington, SeattleVerified email at uw.edu

Yuying Liu

Applied Scientist, Amazon

Verified email at uw.edu


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	96	2022
Multiresolution convolutional autoencoders Y Liu, C Ponce, SL Brunton, JN Kutz Journal of Computational Physics 474, 111801, 2023	46	2023
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	21	2023
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), 2022	21	2022
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	7*	2024
Neural Networks for Nonlinear Dynamical Systems Y Liu University of Washington, 2022		2022

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