Search Results for author: Eugene Demler

Found 3 papers, 2 papers with code

Generalization of group-theoretic coherent states for variational calculations

no code implementations22 Dec 2020 Tommaso Guaita, Lucas Hackl, Tao Shi, Eugene Demler, J. Ignacio Cirac

We introduce new families of pure quantum states that are constructed on top of the well-known Gilmore-Perelomov group-theoretic coherent states.

Quantum Physics Quantum Gases Strongly Correlated Electrons Mathematical Physics Mathematical Physics

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

1 code implementation6 Nov 2020 Cole Miles, Annabelle Bohrdt, Ruihan Wu, Christie Chiu, Muqing Xu, Geoffrey Ji, Markus Greiner, Kilian Q. Weinberger, Eugene Demler, Eun-Ah Kim

Machine learning models are a powerful theoretical tool for analyzing data from quantum simulators, in which results of experiments are sets of snapshots of many-body states.

BIG-bench Machine Learning

The Hilbert-glass transition: new universality of temperature-tuned many-body dynamical quantum criticality

1 code implementation11 Jul 2013 David Pekker, Gil Refael, Ehud Altman, Eugene Demler, Vadim Oganesyan

We consider a new class of unconventional critical phenomena that is characterized by singularities only in dynamical quantities and has no thermodynamic signatures.

Strongly Correlated Electrons Disordered Systems and Neural Networks Statistical Mechanics

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