Inferring causation from time series in Earth system sciences J Runge, S Bathiany, E Bollt, G Camps-Valls, D Coumou, E Deyle, ... Nature communications 10 (1), 2553, 2019 | 701 | 2019 |
Causal Network Inference by Optimal Causation Entropy J Sun, D Taylor, EM Bollt SIAM Journal on Applied Dynamical Systems 14 (1), 73-106, 2015 | 223 | 2015 |
Controllability Transition and Nonlocality in Network Control J Sun, AE Motter Physical Review Letters 110 (20), 208701, 2013 | 207 | 2013 |
Master stability functions for coupled nearly identical dynamical systems J Sun, EM Bollt, T Nishikawa Europhysics Letters 85 (6), 60011, 2009 | 198 | 2009 |
Causation entropy identifies indirect influences, dominance of neighbors and anticipatory couplings J Sun, EM Bollt Physica D: Nonlinear Phenomena 267, 49-57, 2014 | 190 | 2014 |
Optimal synchronization of complex networks PS Skardal, D Taylor, J Sun Physical review letters 113 (14), 144101, 2014 | 171 | 2014 |
Robustness of optimal synchronization in real networks B Ravoori, AB Cohen, J Sun, AE Motter, TE Murphy, R Roy Physical review letters 107 (3), 034102, 2011 | 111 | 2011 |
Approximating spectral impact of structural perturbations in large networks A Milanese, J Sun, T Nishikawa Physical Review E 81 (4), 046112, 2010 | 102 | 2010 |
Signal propagation in complex networks P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang, J Sun, J Kurths Physics Reports 1017, 1-96, 2023 | 97 | 2023 |
Erosion of synchronization in networks of coupled oscillators PS Skardal, D Taylor, J Sun, A Arenas Physical Review E 91 (1), 010802, 2015 | 58 | 2015 |
Inference of Causal Information Flow in Collective Animal Behavior WM Lord, J Sun, NT Ouellette, EM Bollt IEEE Transactions on Molecular, Biological and Multi-Scale Communications 2 …, 2016 | 56 | 2016 |
Effects of degree-frequency correlations on network synchronization: Universality and full phase-locking PS Skardal, J Sun, D Taylor, JG Restrepo EPL (Europhysics Letters) 101 (2), 20001, 2013 | 54 | 2013 |
On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges P Wu, H Li, Y Deng, W Hu, Q Dai, Z Dong, J Sun, R Zhang, XH Zhou arXiv preprint arXiv:2201.06716, 2022 | 50 | 2022 |
How entropic regression beats the outliers problem in nonlinear system identification AARR AlMomani, J Sun, E Bollt Chaos: An Interdisciplinary Journal of Nonlinear Science 30 (1), 013107, 2020 | 50 | 2020 |
Identifying the Coupling Structure in Complex Systems through the Optimal Causation Entropy Principle J Sun, C Cafaro, EM Bollt Entropy 16 (6), 3416-3433, 2014 | 46 | 2014 |
Anatomy of Leadership in Collective Behaviour J Garland, AM Berdahl, J Sun, E Bollt Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (7), 075308, 2018 | 42 | 2018 |
Spatially distributed social complex networks GF Frasco, J Sun, HD Rozenfeld, D ben-Avraham Physical Review X 4 (1), 011008, 2014 | 41 | 2014 |
Geometric k-nearest neighbor estimation of entropy and mutual information WM Lord, J Sun, EM Bollt Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (3), 033114, 2018 | 40 | 2018 |
Asymptotic behavior of the Kleinberg model S Carmi, S Carter, J Sun, D Ben-Avraham Physical review letters 102 (23), 238702, 2009 | 40 | 2009 |
Decoding collective communications using information theory tools KR Pilkiewicz, BH Lemasson, MA Rowland, A Hein, J Sun, A Berdahl, ... Journal of the Royal Society Interface 17 (164), 20190563, 2020 | 38 | 2020 |