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Works (7)

Machine learning discovery of new phases in programmable quantum simulator snapshots

Physical Review Research
2023-01-19 | Journal article
DOI: 10.1103/PhysRevResearch.5.013026
Contributors: Cole Miles; Rhine Samajdar; Sepehr Ebadi; Tout T. Wang; Hannes Pichler; Subir Sachdev; Mikhail D. Lukin; Markus Greiner; Kilian Q. Weinberger; Eun-Ah Kim
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Stochastic Optimal Control of a Sailboat

IEEE Control Systems Letters
2022 | Journal article
DOI: 10.1109/LCSYS.2021.3136438
Contributors: Cole Miles; Alexander Vladimirsky
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Langevin dynamics of generalized spins as SU( N ) coherent states

Physical Review B
2022-12-27 | Journal article
DOI: 10.1103/PhysRevB.106.235154
Contributors: David Dahlbom; Cole Miles; Hao Zhang; Cristian D. Batista; Kipton Barros
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Geometric integration of classical spin dynamics via a mean-field Schrödinger equation

Physical Review B
2022-08-19 | Journal article
DOI: 10.1103/PhysRevB.106.054423
Contributors: David Dahlbom; Hao Zhang; Cole Miles; Xiaojian Bai; Cristian D. Batista; Kipton Barros
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Dynamical tuning of the chemical potential to achieve a target particle number in grand canonical Monte Carlo simulations

Physical Review E
2022-04-18 | Journal article
DOI: 10.1103/PhysRevE.105.045311
Contributors: Cole Miles; Benjamin Cohen-Stead; Owen Bradley; Steven Johnston; Richard Scalettar; Kipton Barros
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Machine learning of Kondo physics using variational autoencoders and symbolic regression

Physical Review B
2021-12-06 | Journal article
DOI: 10.1103/PhysRevB.104.235111
Contributors: Cole Miles; Matthew R. Carbone; Erica J. Sturm; Deyu Lu; Andreas Weichselbaum; Kipton Barros; Robert M. Konik
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Correlator convolutional neural networks as an interpretable architecture for image-like quantum matter data

Nature Communications
2021-06-23 | Journal article
DOI: 10.1038/s41467-021-23952-w
Contributors: Cole Miles; Annabelle Bohrdt; Ruihan Wu; Christie Chiu; Muqing Xu; Geoffrey Ji; Markus Greiner; Kilian Q. Weinberger; Eugene Demler; Eun-Ah Kim
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