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Machine learning discovery of new phases in programmable quantum simulator snapshots


Dec 20, 2021
Cole Miles, Rhine Samajdar, Sepehr Ebadi, Tout T. Wang, Hannes Pichler, Subir Sachdev, Mikhail D. Lukin, Markus Greiner, Kilian Q. Weinberger, Eun-Ah Kim

* 9 pages, 5 figures + 12 pages, 10 figures appendix 

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Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data


Nov 06, 2020
Cole Miles, Annabelle Bohrdt, Ruihan Wu, Christie Chiu, Muqing Xu, Geoffrey Ji, Markus Greiner, Kilian Q. Weinberger, Eugene Demler, Eun-Ah Kim

* 7 pages, 4 figures + 13 pages of supplemental material 

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Attention-based Quantum Tomography


Jun 22, 2020
Peter Cha, Paul Ginsparg, Felix Wu, Juan Carrasquilla, Peter L. McMahon, Eun-Ah Kim


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