Zhixin Lu

Zhixin Lu

University of Pennsylvania - Philadelphia / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1472303
person_outline Zhixin Lu's MOST POPULAR ARTICLES
1-) Model-free prediction of large spatiotemporally chaotic systems from data: A reservoir computing approachJ Pathak, B Hunt, M Girvan, Z Lu, E OttPhysical review letters 120 (2), 024102, 20187882018
2-) Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from dataJ Pathak, Z Lu, BR Hunt, M Girvan, E OttChaos: An Interdisciplinary Journal of Nonlinear Science 27 (12), 121102, 20173842017
3-) Attractor reconstruction by machine learningZ Lu, BR Hunt, E OttChaos: An Interdisciplinary Journal of Nonlinear Science 28 (6), 061104, 20182392018
4-) Reservoir observers: Model-free inference of unmeasured variables in chaotic systemsZ Lu, J Pathak, B Hunt, M Girvan, R Brockett, E OttChaos: An Interdisciplinary Journal of Nonlinear Science 27 (4), 20173232017
5-) Teaching recurrent neural networks to infer global temporal structure from local examplesJZ Kim, Z Lu, E Nozari, GJ Pappas, DS BassettNature Machine Intelligence 3 (4), 316-323, 20211052021