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Karl Jansen

Multilevel Generative Samplers for Investigating Critical Phenomena

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Mar 13, 2025
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Expressive equivalence of classical and quantum restricted Boltzmann machines

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Feb 24, 2025
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Bayesian Parameter Shift Rule in Variational Quantum Eigensolvers

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Feb 04, 2025
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Adaptive Observation Cost Control for Variational Quantum Eigensolvers

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Feb 03, 2025
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Flow-based Sampling for Entanglement Entropy and the Machine Learning of Defects

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Oct 18, 2024
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Developing a Framework for Sonifying Variational Quantum Algorithms: Implications for Music Composition

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Sep 11, 2024
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Physics-Informed Bayesian Optimization of Variational Quantum Circuits

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Jun 10, 2024
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Symmetry breaking in geometric quantum machine learning in the presence of noise

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Jan 17, 2024
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Variational Quantum Harmonizer: Generating Chord Progressions and Other Sonification Methods with the VQE Algorithm

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Sep 21, 2023
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Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories

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Feb 27, 2023
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