Discovering a Transferable Charge Assignment Model Using Machine Learning
Sifain, Andrew E, Lubbers, Nicholas, Nebgen, Benjamin T, Smith, Justin S, Lokhov, Andrey Y, Isayev, Olexandr, Roitberg, Adrian E, Barros, Kipton, Tretiak, Sergei
Published in The journal of physical chemistry letters (16.08.2018)
Published in The journal of physical chemistry letters (16.08.2018)
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Journal Article
Optimal structure and parameter learning of Ising models
Lokhov, Andrey Y, Vuffray, Marc, Misra, Sidhant, Chertkov, Michael
Published in Science advances (16.03.2018)
Published in Science advances (16.03.2018)
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Journal Article
Optimal deployment of resources for maximizing impact in spreading processes
Lokhov, Andrey Y., Saad, David
Published in Proceedings of the National Academy of Sciences - PNAS (26.09.2017)
Published in Proceedings of the National Academy of Sciences - PNAS (26.09.2017)
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Journal Article
Congruity of genomic and epidemiological data in modelling of local cholera outbreaks
Wilinski, Mateusz, Castro, Lauren, Keithley, Jeffrey, Manore, Carrie, Campos, Josefina, Romero-Severson, Ethan, Domman, Daryl, Lokhov, Andrey Y
Published in Proceedings of the Royal Society. B, Biological sciences (20.03.2024)
Published in Proceedings of the Royal Society. B, Biological sciences (20.03.2024)
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Journal Article
Efficient learning of discrete graphical models
Vuffray, Marc, Misra, Sidhant, Lokhov, Andrey Y
Published in Journal of statistical mechanics (01.12.2021)
Published in Journal of statistical mechanics (01.12.2021)
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Journal Article
Conference Proceeding
Learning energy-based representations of quantum many-body states
Jayakumar, Abhijith, Vuffray, Marc, Lokhov, Andrey Y.
Published in Physical review research (21.08.2024)
Published in Physical review research (21.08.2024)
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Journal Article
The potential of quantum annealing for rapid solution structure identification
Pang, Yuchen, Coffrin, Carleton, Lokhov, Andrey Y., Vuffray, Marc
Published in Constraints : an international journal (01.10.2021)
Published in Constraints : an international journal (01.10.2021)
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Journal Article
Programmable Quantum Annealers as Noisy Gibbs Samplers
Vuffray, Marc, Coffrin, Carleton, Kharkov, Yaroslav A., Lokhov, Andrey Y.
Published in PRX quantum (25.04.2022)
Published in PRX quantum (25.04.2022)
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Journal Article
Data-driven selection of coarse-grained models of coupled oscillators
Snyder, Jordan, Zlotnik, Anatoly, Lokhov, Andrey Y.
Published in Physical review research (22.12.2020)
Published in Physical review research (22.12.2020)
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Journal Article
Universal framework for simultaneous tomography of quantum states and SPAM noise
Jayakumar, Abhijith, Chessa, Stefano, Coffrin, Carleton, Lokhov, Andrey Y., Vuffray, Marc, Misra, Sidhant
Published in Quantum (Vienna, Austria) (30.07.2024)
Published in Quantum (Vienna, Austria) (30.07.2024)
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Journal Article
Topological transition in disordered planar matching: combinatorial arcs expansion
Lokhov, Andrey Y, Valba, Olga V, Nechaev, Sergei K, Tamm, Mikhail V
Published in Journal of statistical mechanics (01.12.2014)
Published in Journal of statistical mechanics (01.12.2014)
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Journal Article
Real-time Anomaly Detection and Classification in Streaming PMU Data
Hannon, Christopher, Deka, Deepjyoti, Jin, Dong, Vuffray, Marc, Lokhov, Andrey Y.
Published in 2021 IEEE Madrid PowerTech (28.06.2021)
Published in 2021 IEEE Madrid PowerTech (28.06.2021)
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Conference Proceeding