M
Matthias Troyer
Researcher at Microsoft
Publications - 481
Citations - 35590
Matthias Troyer is an academic researcher from Microsoft. The author has contributed to research in topics: Quantum Monte Carlo & Monte Carlo method. The author has an hindex of 86, co-authored 473 publications receiving 28965 citations. Previous affiliations of Matthias Troyer include University of Zurich & ETH Zurich.
Papers
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Journal ArticleDOI
Evaluation of synthetic and experimental training data in supervised machine learning applied to charge-state detection of quantum dots
TL;DR: In this article, the authors evaluate the prediction accuracy of a range of machine learning models trained on simulated and experimental data and their ability to generalise to experimental charge stability diagrams in two dimensional electron gas and nanowire devices.
Journal ArticleDOI
Distinguishing phases with ansatz wave functions
TL;DR: The proposed indistinguishability measure efficiently compares all correlation functions of two states and can therefore be used to distinguish phases by defining correlator classes for ansatz wavefunctions.
Book ChapterDOI
Ensemble Optimization Techniques for Classical and Quantum Systems
Simon Trebst,Matthias Troyer +1 more
TL;DR: A recently developed feedback algorithm to iteratively achieve an optimal ensemble, with the fastest equi-libration and shortest autocorrelation times is presented.
Journal ArticleDOI
Critical temperature of interacting Bose gases in periodic potentials.
TL;DR: By varying the lattice filling, the superfluid transition of a repulsive Bose gas in the presence of a sinusoidal potential which represents a simple-cubic optical lattice is investigated using quantum Monte Carlo simulations and a crossover is found.
Patent
Partial Reinitialization for Optimizers
TL;DR: In this paper, a combinatorial optimization operation is performed on the individual subsets instead of reinitializing the entire set of variables, which allows for preserving information gained in previous optimization operations.