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cond-mat.mes-hall2023
Mapping confinement potentials and charge densities of interacting quantum systems using conditional generative adversarial networks
Calin-Andrei Pantis-Simut, Amanda Teodora Preda, Lucian Ion +2
Accurate and efficient tools for calculating the ground state properties of interacting quantum systems are essential in the design of nanoelectronic devices. The exact diagonaliza…
cond-mat.mes-hall2022★ 3 cited
Investigation of bi-particle states in gate-array-controlled quantum-dot systems aided by machine learning techniques
G. A. Nemnes, T. L. Mitran, A. T. Preda +3
Quantum computing architectures require an accurate and efficient description in terms of many-electron states. Recent implementations include quantum dot arrays, where the ground…