16 citations · 92 across the 10 of their papers we have counts for
3 papers · 1 filter
Model-Independent Quantum Phases Classifier
Felipe Mahlow, Fabrício S. Luiz, André L. Malvezzi +1
Machine learning has revolutionized many fields of science and technology. Through the -Nearest Neighbors algorithm, we develop a model-independent classifier, where the algorit…
Machine classification for probe based quantum thermometry
Fabrício S. Luiz, A. de Oliveira Junior, Felipe F. Fanchini +1
We consider probe-based quantum thermometry and show that machine classification can provide model-independent estimation with quantifiable error assessment. Our approach is based…
Quantum thermodynamics aspects with a thermal reservoir based on -symmetric Hamiltonians
Jonas F. G. Santos, Fabricio S. Luiz
We present results concerning aspects of quantum thermodynamics under the background of non-Hermitian quantum mechanics for the dynamics of a quantum harmonic oscillator. Since a b…