Application

Quantum AI for noise characterization of quantum computers

 Quantum Information and Quantum computation group at the University of Valencia

Group description:

The members of the group are: Armando Pérez (full professor), Manuel Gessner (Ramón y Cajal researcher), Bryan Zaldívar (CIDEGENT Distinguished Researcher), Somayeh Mehrabankar (postdoc), Andreu Anglés and Rafael Gómez (PhD students). The lines of research include: quantum computers, open quantum systems, simulations of quantum systems, quantum entanglement, quantum metrology, and quantum machine learning.

Activity description:

The Quantum Information and Quantum computation group at the University of Valencia studies and characterizes noise in quantum computers using AI techniques. Specifically, noise mitigation techniques are studied in this type of computers, either in Markovian or non-Markovian environments. Reasearch also includes the simulation of quantum many body physical systems (Ising model, XX model and others) by using quantum computers. Other activities are quantum entanglement, quantum metrology, and quantum machine learning.

IDAL Group

Group description:

The members of the group are: José D. Martín Guerrero. Catedràtic d’Universitat. Intelligent Data Analysis Laboratory (IDAL), ETSE-UV; J. Rafael Magdalena Benedicto. Professor Titular d’Universitat. Intelligent Data Analysis Laboratory (IDAL), ETSE-UV; Carlos Hernani Morales. Non-doctoral researcher. Intelligent Data Analysis Laboratory (IDAL), ETSE-UV and Antonio Ferrer Sánchez. Non-doctoral researcher. Intelligent Data Analysis Laboratory (IDAL), ETSE-UV.

Activity description:

Research in:
– Quantum Machine Learning
– Classical Machine Learning for describing and interpreting quantum phenomenology

Results

Miranda, Eduardo R.; Martín-Guerrero, José D.; Venkatesh, Satvik; Hernani-Morales, Carlos; Lamata, Lucas; Solano, Enrique

Quantum Brain Networks: A Perspective Journal Article

In: Electronics , vol. 11, no. 10, pp. 1528, 2022.

Abstract | Links | BibTeX | Tags: artificial intelligence, quantum computing, UV