Andrey Y. Lokhov
Affiliations: | 2011-2014 | Université Paris-Sud 11, Orsay, Bures-sur-Yvette, Île-de-France, France |
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Publications
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Li B, Saad D, Lokhov AY. (2020) Reducing urban traffic congestion due to localized routing decisions Physical Review Research. 2 |
Nebgen B, Lubbers N, Smith JS, et al. (2018) Transferable Dynamic Molecular Charge Assignment Using Deep Neural Networks. Journal of Chemical Theory and Computation |
Sifain AE, Lubbers N, Nebgen BT, et al. (2018) Discovering a Transferable Charge Assignment Model Using Machine Learning. The Journal of Physical Chemistry Letters |
Lokhov AY, Vuffray M, Misra S, et al. (2018) Optimal structure and parameter learning of Ising models. Science Advances. 4: e1700791 |
Lokhov AY, Saad D. (2017) Optimal deployment of resources for maximizing impact in spreading processes. Proceedings of the National Academy of Sciences of the United States of America. 114: E8138-E8146 |
Lokhov AY, Mézard M, Zdeborová L. (2015) Dynamic message-passing equations for models with unidirectional dynamics. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 91: 012811 |
Lokhov AY, Mézard M, Ohta H, et al. (2014) Inferring the origin of an epidemic with a dynamic message-passing algorithm. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 90: 012801 |
Lokhov AY, Valba OV, Nechaev SK, et al. (2014) Topological transition in disordered planar matching: combinatorial arcs expansion Journal of Statistical Mechanics: Theory and Experiment. 2014: P12004 |
Lokhov AY, Valba OV, Tamm MV, et al. (2013) Phase transition in random planar diagrams and RNA-type matching. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 88: 052117 |