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09/21/2023
Variational Quantum Harmonizer: Generating Chord Progressions and Other Sonification Methods with the VQE Algorithm
This work investigates a case study of using physical-based sonification...
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02/27/2023
Detecting and Mitigating Mode-Collapse for Flow-based Sampling of Lattice Field Theories
We study the consequences of mode-collapse of normalizing flows in the c...
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11/22/2021
Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse
Estimating the free energy, as well as other thermodynamic observables, ...
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11/10/2020
Lattice meets lattice: Application of lattice cubature to models in lattice gauge theory
High dimensional integrals are abundant in many fields of research inclu...
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08/07/2020
Multilevel Monte Carlo for quantum mechanics on a lattice
Monte Carlo simulations of quantum field theories on a lattice become in...
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07/14/2020