Carlos E. González-Guillén

Consejo Superior de Investigaciones Científicas — Spain

Computer Science · Physical Sciences

8h-index390citations39works5.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Quantum Computing Algorithms and Architecture(12), Quantum Mechanics and Applications(8), Quantum Information and Cryptography(7), Quantum many-body systems(7), Computability, Logic, AI Algorithms(5)

Publications39 total

Privacy-preserving machine learning with tensor networks
Quantum·2024· 7 citedOpen Access
Enhancing reliability in prediction intervals using point forecasters: Heteroscedastic Quantile Regression and Width-Adaptive Conformal Inference
arXiv (Cornell University)·2024Open Access
Application of deep neural networks for automatic rub detection in aero-derivative gas turbines
Advanced Engineering Informatics·2024· 8 citedOpen Access
A feature selection method based on Shapley values robust for concept shift in regression
Neural Computing and Applications·2024· 12 citedOpen Access
María Matilde Suárez y Carmen Bethencourt. José Gregorio Hernández. Del lado de la luz. Fundación Bigott, 2000, 533pp.
Procesos Históricos·2024
An adaptive standardisation methodology for Day-Ahead electricity price forecasting
arXiv (Cornell University)·2023· 1 citedOpen Access
A feature selection method based on Shapley values robust to concept shift in regression
arXiv (Cornell University)·2023· 2 citedOpen Access
Mixing and localization in random time-periodic quantum circuits of Clifford unitaries
Journal of Mathematical Physics·2022· 10 citedOpen Access
Privacy-preserving machine learning with tensor networks
arXiv (Cornell University)·2022· 5 citedOpen Access
Quantum private broadcasting
Physical review. A/Physical review, A·2022Open Access
Improving the sensitivity of early rub detection in rotating machines with an adaptive orthogonal filter
Mechanical Systems and Signal Processing·2022· 4 cited
Synchronous Machines Field Winding Turn-to-Turn fault severity estimation through Machine Learning Regression Algorithms
IEEE Transactions on Energy Conversion·2022· 22 cited
An Attack on Zawadzki’s Quantum Authentication Scheme
Entropy·2021· 16 citedOpen Access
Mixing and localisation in random time-periodic quantum circuits.
arXiv (Cornell University)·2020Open Access
Time-periodic dynamics generates pseudo-random unitaries
arXiv (Cornell University)·2020· 1 citedOpen Access
Concerning Quantum Identification Without Entanglement
arXiv (Cornell University)·2020Open Access
On the spectral gap of random quantum channels
arXiv (Cornell University)·2018· 7 citedOpen Access
INTRODUCTION TO SCIENTIFIC COMPUTING IN INITIAL COURSES OF MATHEMATICS FOR ENGINEERING
ICERI proceedings·2018· 2 cited
History-state Hamiltonians are critical
arXiv (Cornell University)·2018· 6 citedOpen Access
Random Quantum Correlations are Generically Non-classical
Annales Henri Poincaré·2017· 6 citedOpen Access
page 1 of 2Next →

Frequent Co-authors

Guillermo De Ita Luna(6), David Pérez-Garcı́a(4), C. Peter Sebastian(4), A. Zarzo(3), Niek J. Bouman(3), Serge Fehr(3), Christian Schaffner(3), Tom Farshi(3), Daniele Toniolo(3), Álvaro M. Alhambra(3), Lluís Masanes(3), Carlos Palazuelos(3), Ignacio Villanueva(3), Aurelio López‐López(3), María Isabel González Vasco(2), Floyd Johnson(2), Ángel L. Pérez del Pozo(2), Alejandro Pozas-Kerstjens(2), Senaida Hernández-Santana(2), José Ramón Pareja Monturiol(2)