| 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 | 1216 | 2018 |
| 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 | 629 | 2017 |
| Attractor reconstruction by machine learning Z Lu, BR Hunt, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (6), 2018 | 368 | 2018 |
| 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 | 330 | 2017 |
| 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 | 106 | 2021 |
| Resynchronization of circadian oscillators and the east-west asymmetry of jet-lag Z Lu, K Klein-Cardena, S Lee, TM Antonsen, M Girvan, E Ott Chaos: An Interdisciplinary Journal of Nonlinear Science 26 (9), 2016 | 78 | 2016 |
| 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 | 76 | 2020 |
| 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 | 39* | 2020 |
| 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 | 37 | 2022 |
| Conformational control of mechanical networks JZ Kim, Z Lu, SH Strogatz, DS Bassett Nature Physics 15 (7), 714-720, 2019 | 37 | 2019 |
| 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 | 31 | 2020 |
| 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 | 16 | 2022 |
| 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 | 12 | 2020 |
| 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 | 10 | 2016 |
| 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 | 8 | 2022 |
| 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 | 8 | 2015 |
| 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 | 5 | 2022 |
| Design of large sequential conformational change in mechanical networks JZ Kim, Z Lu, DS Bassett arXiv preprint arXiv:1906.08400, 2019 | 5 | 2019 |
| 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 |
| Erratum: Imaging local genetic influences on cortical folding (Proceedings of the National Academy of Sciences of the United States of America (2020) 117 (7430-7436 AF Alexander-Bloch, A Raznahan, SN Vandekar, J Seidlitz, Z Lu, ... Proceedings of the National Academy of Sciences of the United States of …, 2020 | | 2020 |
Edward OttUniversity of Maryland確認したメール アドレス: umd.edu