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Zhixin Lu
Zhixin Lu
Allen Institute
Verified email at alleninstitute.org - Homepage
Title
Cited by
Cited by
Year
Model-free prediction of large spatiotemporally chaotic systems from data: A reservoir computing approach
J Pathak, B Hunt, M Girvan, Z Lu, E Ott
Physical review letters 120 (2), 024102, 2018
10532018
Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data
J Pathak, Z Lu, BR Hunt, M Girvan, E Ott
Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (12), 2017
5392017
Attractor reconstruction by machine learning
Z Lu, BR Hunt, E Ott
Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (6), 2018
3192018
Reservoir observers: Model-free inference of unmeasured variables in chaotic systems
Z Lu, J Pathak, B Hunt, M Girvan, R Brockett, E Ott
Chaos: An Interdisciplinary Journal of Nonlinear Science 27 (4), 2017
2912017
Teaching recurrent neural networks to infer global temporal structure from local examples
JZ Kim, Z Lu, E Nozari, GJ Pappas, DS Bassett
Nature Machine Intelligence 3 (4), 316-323, 2021
752021
Resynchronization of circadian oscillators and the east-west asymmetry of jet-lag
Z Lu, K Klein-Cardeņa, S Lee, TM Antonsen, M Girvan, E Ott
Chaos: An Interdisciplinary Journal of Nonlinear Science 26 (9), 2016
702016
Optimization of energy state transition trajectory supports the development of executive function during youth
Z Cui, J Stiso, GL Baum, JZ Kim, DR Roalf, RF Betzel, S Gu, Z Lu, CH Xia, ...
elife 9, e53060, 2020
632020
Conformational control of mechanical networks
JZ Kim, Z Lu, SH Strogatz, DS Bassett
Nature Physics 15 (7), 714-720, 2019
342019
Invertible generalized synchronization: A putative mechanism for implicit learning in neural systems
Z Lu, DS Bassett
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (6), 063133, 2020
33*2020
Imaging local genetic influences on cortical folding
AF Alexander-Bloch, A Raznahan, SN Vandekar, J Seidlitz, Z Lu, ...
Proceedings of the National Academy of Sciences 117 (13), 7430-7436, 2020
292020
Uncovering the biological basis of control energy: structural and metabolic correlates of energy inefficiency in temporal lobe epilepsy
X He, L Caciagli, L Parkes, J Stiso, TM Karrer, JZ Kim, Z Lu, T Menara, ...
Science Advances 8 (45), eabn2293, 2022
19*2022
Learning continuous chaotic attractors with a reservoir computer
LM Smith, JZ Kim, Z Lu, DS Bassett
Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (1), 2022
132022
Supervised chaotic source separation by a tank of water
Z Lu, JZ Kim, DS Bassett
Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (2), 021101, 2020
122020
Apparent topologically forbidden interchange of energy surfaces under slow variation of a Hamiltonian
ZL Lu, C Jarzynski, E Ott
PHYSICAL REVIEW E 91 (5), 052913, 2015
82015
Nonlinear dynamics and chaos in conformational changes of mechanical metamaterials
JZ Kim, Z Lu, AS Blevins, DS Bassett
Physical Review X 12 (1), 011042, 2022
72022
Inhibitory neurons promote robust critical firing dynamics in networks of integrate-and-fire neurons
Z Lu, S Squires, E Ott, M Girvan
Physical Review E 94 (6), 062309, 2016
72016
Design of large sequential conformational change in mechanical networks
JZ Kim, Z Lu, DS Bassett
arXiv preprint arXiv:1906.08400, 2019
52019
Path-dependent dynamics induced by rewiring networks of inertial oscillators
W Qian, L Papadopoulos, Z Lu, KA Kroma-Wiley, F Pasqualetti, ...
Physical Review E 105 (2), 024304, 2022
42022
Programming Memories and Computations in Recurrent Neural Networks Without Training
J Kim, Z Lu, D Bassett
APS March Meeting Abstracts 2022, M09. 006, 2022
2022
Recurrent Neural Networks Learn Simple Computations on Complex Time Series through Examples
J Kim, Z Lu, D Bassett
Bulletin of the American Physical Society 65, 2020
2020
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Articles 1–20