Publications of Federico Benvenuto

A list of publications authored or co-authored by Federico Benvenuto, derived from the SAO/NASA Astrophysics Data System (ADS). The number in brackets after each title indicates the number of citations that the paper has received.

Orcid ID: 0000-0002-4776-0256

List of publications ordered by citations
Number of papers: 31 (refereed: 29)
No. of citations: 732
First author papers: 9 (refereed: 8)

2024

  1. Bad and Good Errors: Value-Weighted Skill Scores in Deep Ensemble Learning [7]
    Guastavino, Sabrina, Piana, Michele & Benvenuto, Federico, IEEE Transactions on Neural Networks and Learning Systems, 35, 1993

2023

  1. Physics-driven Machine Learning for the Prediction of Coronal Mass Ejections' Travel Times [14]
    Guastavino, Sabrina, Candiani, Valentina, Bemporad, Alessandro, Marchetti, Francesco, Benvenuto, Federico, Massone, Anna Maria, Mancuso, Salvatore, Susino, Roberto, Telloni, Daniele, Fineschi, Silvano & Piana, Michele, ApJ, 954, 151
  2. The STIX Imaging Concept [25]
    Massa, Paolo, Hurford, Gordon J., Volpara, Anna, Kuhar, Matej, Battaglia, Andrea F., Xiao, Hualin, Casadei, Diego, Perracchione, Emma, Garbarino, Sara, Guastavino, Sabrina, Collier, Hannah, Dickson, Ewan C. M., Emslie, A. Gordon, Ryan, Daniel F., Maloney, Shane A., Schuller, Frederic, Warmuth, Alexander, Massone, Anna Maria, Benvenuto, Federico, Piana, Michele & Krucker, Säm, Solar Physics, 298, 114
  3. The Solar Particle Acceleration Radiation and Kinetics (SPARK) Mission Concept [6]
    Reid, Hamish A. S., Musset, Sophie, Ryan, Daniel F., Andretta, Vincenzo, Auchère, Frédéric, Baker, Deborah, Benvenuto, Federico, Browning, Philippa, Buchlin, Éric, Calcines Rosario, Ariadna, Christe, Steven D., Corso, Alain Jody, Dahlin, Joel, Dalla, Silvia, Del Zanna, Giulio, Denker, Carsten, Dudík, Jaroslav, Erdélyi, Robertus, Ermolli, Ilaria, Fletcher, Lyndsay, Fludra, Andrzej, Green, Lucie M., Gordovskyy, Mykola, Guglielmino, Salvo L., Hannah, Iain, Harrison, Richard, Hayes, Laura A., Inglis, Andrew R., Jeffrey, Natasha L. S., Kašparová, Jana, Kerr, Graham S., Kintziger, Christian, Kontar, Eduard P., Krucker, Säm, Laitinen, Timo, Laurent, Philippe, Limousin, Olivier, Long, David M., Maloney, Shane A., Massa, Paolo, Massone, Anna Maria, Matthews, Sarah, Mrozek, Tomasz, Nakariakov, Valery M., Parenti, Susanna, Piana, Michele, Polito, Vanessa, Pesce-Rollins, Melissa, Romano, Paolo, Rouillard, Alexis P., Sasso, Clementina, Shih, Albert Y., Stęślicki, Marek, Orozco Suárez, David, Teriaca, Luca, Verma, Meetu, Veronig, Astrid M., Vilmer, Nicole, Vocks, Christian & Warmuth, Alexander, Aerospace, 10, 1034

2022

  1. Implementation paradigm for supervised flare forecasting studies: A deep learning application with video data [30]
    Guastavino, Sabrina, Marchetti, Francesco, Benvenuto, Federico, Campi, Cristina & Piana, Michele, A&A, 662, A105
  2. Approximation of discontinuous inverse operators with neural networks [0]
    Massa, Paolo, Garbarino, Sara & Benvenuto, Federico, Inverse Problems, 38, 105001

2021

  1. STIX X-ray microflare observations during the Solar Orbiter commissioning phase [28]
    Battaglia, Andrea Francesco, Saqri, Jonas, Massa, Paolo, Perracchione, Emma, Dickson, Ewan C. M., Xiao, Hualin, Veronig, Astrid M., Warmuth, Alexander, Battaglia, Marina, Hurford, Gordon J., Meuris, Aline, Limousin, Olivier, Etesi, László, Maloney, Shane A., Schwartz, Richard A., Kuhar, Matej, Schuller, Frederic, Senthamizh Pavai, Valliappan, Musset, Sophie, Ryan, Daniel F., Kleint, Lucia, Piana, Michele, Massone, Anna Maria, Benvenuto, Federico, Sylwester, Janusz, Litwicka, Michalina, Stȩślicki, Marek, Mrozek, Tomasz, Vilmer, Nicole, Fárník, František, Kašparová, Jana, Mann, Gottfried, Gallagher, Peter T., Dennis, Brian R., Csillaghy, André, Benz, Arnold O. & Krucker, Säm, A&A, 656, A4
  2. Flare-forecasting Algorithms Based on High-gradient Polarity Inversion Lines in Active Regions [25]
    Cicogna, Domenico, Berrilli, Francesco, Calchetti, Daniele, Del Moro, Dario, Giovannelli, Luca, Benvenuto, Federico, Campi, Cristina, Guastavino, Sabrina & Piana, Michele, ApJ, 915, 38
  3. The flare likelihood and region eruption forecasting (FLARECAST) project: flare forecasting in the big data & machine learning era [63]
    Georgoulis, Manolis K., Bloomfield, D. Shaun, Piana, Michele, Massone, Anna Maria, Soldati, Marco, Gallagher, Peter T., Pariat, Etienne, Vilmer, Nicole, Buchlin, Eric, Baudin, Frederic, Csillaghy, Andre, Sathiapal, Hanna, Jackson, David R., Alingery, Pablo, Benvenuto, Federico, Campi, Cristina, Florios, Konstantinos, Gontikakis, Constantinos, Guennou, Chloe, Guerra, Jordan A., Kontogiannis, Ioannis, Latorre, Vittorio, Murray, Sophie A., Park, Sung-Hong, von Stachelski, Samuelvon, Torbica, Aleksandar, Vischi, Dario & Worsfold, Mark, Journal of Space Weather and Space Climate, 11, 39
  4. A mathematical model for image saturation with an application to the restoration of solar images via adaptive sparse deconvolution [4]
    Guastavino, S. & Benvenuto, F., Inverse Problems, 37, 015010
  5. Predictive risk estimation for the expectation maximization algorithm with Poisson data [3]
    Massa, Paolo & Benvenuto, Federico, Inverse Problems, 37, 045013

2020

  1. Machine Learning as a Flaring Storm Warning Machine: Was a Warning Machine for the 2017 September Solar Flaring Storm Possible? [12]
    Benvenuto, F., Campi, C., Massone, A. M. & Piana, M., ApJ, 904, L7
  2. A parameter choice rule for Tikhonov regularization based on predictive risk [3]
    Benvenuto, Federico & Jin, Bangti, Inverse Problems, 36, 065004
  3. MEM_GE: A New Maximum Entropy Method for Image Reconstruction from Solar X-Ray Visibilities [54]
    Massa, Paolo, Schwartz, Richard, Tolbert, A. Kim, Massone, Anna Maria, Dennis, Brian R., Piana, Michele & Benvenuto, Federico, ApJ, 894, 46

2019

  1. Feature Ranking of Active Region Source Properties in Solar Flare Forecasting and the Uncompromised Stochasticity of Flare Occurrence [55]
    Campi, Cristina, Benvenuto, Federico, Massone, Anna Maria, Bloomfield, D. Shaun, Georgoulis, Manolis K. & Piana, Michele, ApJ, 883, 150
  2. Desaturating SDO/AIA Observations of Solar Flaring Storms [12]
    Guastavino, Sabrina, Piana, Michele, Massone, Anna Maria, Schwartz, Richard & Benvenuto, Federico, ApJ, 882, 109
  3. Count-based imaging model for the Spectrometer/Telescope for Imaging X-rays (STIX) in Solar Orbiter [28]
    Massa, Paolo, Piana, Michele, Massone, Anna Maria & Benvenuto, Federico, A&A, 624, A130
  4. Flare forecasting and feature ranking using SDO/HMI data [5]
    Piana, M., Campi, C., Benvenuto, F., Guastavino, , S. & Massone, A. M., Nuovo Cimento C Geophysics Space Physics C, 42, 30

2018

  1. A Hybrid Supervised/Unsupervised Machine Learning Approach to Solar Flare Prediction [58]
    Benvenuto, Federico, Piana, Michele, Campi, Cristina & Massone, Anna Maria, ApJ, 853, 90
  2. Forecasting Solar Flares Using Magnetogram-based Predictors and Machine Learning [134]
    Florios, Kostas, Kontogiannis, Ioannis, Park, Sung-Hong, Guerra, Jordan A., Benvenuto, Federico, Bloomfield, D. Shaun & Georgoulis, Manolis K., Solar Physics, 293, 28
  3. FLARECAST: An I4.0 Technology for Space Weather Using Satellite Data [0]
    Piana, Michele, Benvenuto, Federico, Massone, Anna Maria & Campi, Cristina, 2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI), p. 55

2015

  1. Inverse diffraction for the Atmospheric Imaging Assembly in the Solar Dynamics Observatory [10]
    Torre, G., Schwartz, R. A., Benvenuto, F., Massone, A. M. & Piana, M., Inverse Problems, 31, 095006

2014

  1. Regularization of multiplicative iterative algorithms with nonnegative constraint [12]
    Benvenuto, Federico & Piana, Michele, Inverse Problems, 30, 035012
  2. A novel description of FDG excretion in the renal system: application to metformin-treated models [8]
    Garbarino, S., Caviglia, G., Sambuceti, G., Benvenuto, F. & Piana, M., Physics in Medicine and Biology, 59, 2469

2013

  1. Expectation maximization for hard X-ray count modulation profiles [27]
    Benvenuto, F., Schwartz, R., Piana, M. & Massone, A. M., A&A, 555, A61

2012

  1. Corrigendum: The study of an iterative method for the reconstruction of images corrupted by Poisson and Gaussian noise [1]
    Benvenuto, F., La Camera, A., Theys, C., Ferrari, A., Lantéri, H. & Bertero, M., Inverse Problems, 28, 069502
  2. Determination of the acceleration region size in a loop-structured solar flare [36]
    Guo, J., Emslie, A. G., Kontar, E. P., Benvenuto, F., Massone, A. M. & Piana, M., A&A, 543, A53

2010

  1. Joint myopic deconvolution [2]
    Benvenuto, F. & Ferrari, A., Inverse Problems, 26, 105011
  2. Nonnegative least-squares image deblurring: improved gradient projection approaches [30]
    Benvenuto, F., Zanella, R., Zanni, L. & Bertero, M., Inverse Problems, 26, 025004

2009

  1. Iterative deconvolution and semiblind deconvolution methods in magnetic archaeological prospecting [15]
    Zunino, Andrea, Benvenuto, Federico, Armadillo, Egidio, Bertero, Mario & Bozzo, Emanuele, Geophysics, 74, L43

2008

  1. The study of an iterative method for the reconstruction of images corrupted by Poisson and Gaussian noise [25]
    Benvenuto, F., La Camera, A., Theys, C., Ferrari, A., Lantéri, H. & Bertero, M., Inverse Problems, 24, 035016

Created on Wed Apr 22 04:35:40 2026.