Guastavino, Sabrina

1. Operational solar flare forecasting via video-based deep learning
   2022/09/12 by Guastavino, Sabrina, Marchetti, Francesco, Benvenuto, Federico +2 · 3 citations
   #68T05 #68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
2. STIX imaging I -- Concept
   2023/03/04 by Paolo Massa, Massa, Paolo, Gordon J. Hurford +37 · 1 citation
   Computer Science · Earth and Planetary Sciences · Physics and Astronomy · #Atmospheric Ozone and Climate #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar Radiation and Photovoltaics #Solar and Space Plasma Dynamics #Solar and Stellar Astrophysics (astro-ph.SR)
3. Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers
   2024/10/23 by Edoardo Legnaro, Legnaro, Edoardo, Sabrina Guastavino +5 · 3 citations
   Computer Science · #68T07 #85-10 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Image Processing and 3D Reconstruction #Neural Networks and Applications #Solar and Stellar Astrophysics (astro-ph.SR)
4. Score-oriented loss (SOL) functions
   2021/03/29 by Francesco Marchetti, Marchetti, Francesco, Sabrina Guastavino +5 · 2 citations
   Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #FOS: Computer and information sciences #FOS: Mathematics #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Multi-Criteria Decision Making #Numerical Analysis (math.NA)
5. Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches
   2024/03/14 by Sabrina Guastavino, Katsiaryna Bahamazava, Guastavino, Sabrina +19 · 2 citations
   Engineering · #Energy Load and Power Forecasting
6. A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics
   2023/05/22 by Marchetti, Francesco, Guastavino, Sabrina, Campi, Cristina +2 · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical Analysis (math.NA)
7. Multimodal Flare Forecasting with Deep Learning
   2024/10/21 by Grégoire Francisco, Francisco, Grégoire, Sabrina Guastavino +7 · 1 citation
   Energy · #Oil, Gas, and Environmental Issues