121 citations · 206 across the 4 of their papers we have counts for
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Dynamics of Ultracold Bosons in Artificial Gauge Fields: Angular Momentum, Fragmentation, and the Variance of Entropy
Axel U. J. Lode, Sunayana Dutta, Camille Lévêque
We consider the dynamics of two-dimensional interacting ultracold bosons triggered by suddenly switching on an artificial gauge field. The system is initialized in the ground state…
Optimized Observable Readout from Single-shot Images of Ultracold Atoms via Machine Learning
Axel U. J. Lode, Rui Lin, Miriam Büttner +6
Single-shot images are the standard readout of experiments with ultracold atoms -- the tarnished looking glass into their many-body physics. The efficient extraction of observables…
Interpretable and unsupervised phase classification
Julian Arnold, Frank Schäfer, Martin Žonda +1
Fully automated classification methods that yield direct physical insights into phase diagrams are of current interest. Here, we demonstrate an unsupervised machine learning method…
Many-body density and coherence of trapped cold bosons
Camille Lévêque, Fritz Diorico, Jörg Schmiedmayer +1
Many-body densities and correlation functions are of paramount importance for understanding quantum many-body physics. Here, we present a method to compute them; our approach is ge…
Spectral Structure and Many-Body Dynamics of Ultracold Bosons in a Double-Well
Frank Schäfer, Miguel A. Bastarrachea-Magnani, Axel U. J. Lode +2
We examine the spectral structure and many-body dynamics of two and three repulsively interacting bosons trapped in a one-dimensional double-well, for variable barrier height, inte…