Upcoming international workshops/conferences
International workshops/conferences
SWATNet - Space Weather Awarness Training Network Final Conference, Feb. 10-14, 2025, Helsinki (Finland)
M. Piana: "Artificial Intelligence for the prediction of the May 2024 superstorm space weather events"
SWICO2024 - Terzo Congresso Space Weather Italian Community, Nov. 26-27, 2024, Roma (Italy)
E. Perracchione: "Machine learning methods to predict geomagnetic disturbances and identify the most predictive features via greedy schemes"
A. Volpara: "Regularized imaging-spectroscopy from STIX data"
M. Piana: "The acceleration rate in hard X-ray solar flares"
ESWW2024 - European Space Weather Week 2024, Nov. 4-8, 2024, Coimbra (Portugal)
M. Piana: "Inverse problems and artificial intelligence for solar flare forecasting and modelling"
F. Camattari: "Machine learning techniques to forecast geomagnetic disturbances and evaluate teh most predictive physical parameters"
L. Tolomei: "Heliospheric Space Weather Center - Tools for Heliosphere monitoring and forecasting" (poster)
Other project participants: A.M. Massone, F. Solitro, G. Nicolini, R. Susino, S. Guastavino
AISAM - 3° Workshop Previsori Ricercatori - Big Data, better forecast: l'intelligenza artificiale sostituirà i meteorologi? Sept. 19, 2024, Firenze (Italy)
A. Mazzino: "Il valore aggiunto di un approccio sinergico tra modelli meteorologici e intelligenza artificiale per fini previsionali"
17th European Solar Physics Meeting (ESPM-17), Sept. 9-13, 2024, Turin (Italy).
Project participants: F. Solitro, L. Tolomei, R. Susino
DWCAA2024 - 6th Dolomites Workshop on Constructive Approximation and Applications, Sept. 9-13, 2024, Alba di Canazei, TN (Italy).
M. Piana: "A mathematical journey into solar physics and space weather"
G. Audone: "Time Series Decomposition: A Numerical Linear Algebra approach"
F. Camattari: "AI for feature selection in the context of geo-effective solar events prediction"
G. Nicolini: "AIxtreme: the physics behind the space weather prediction tools"
M. Rossi: "Modeling the Dynamics of Interplanetary Coronal Mass Ejections: A Physics-Informed Machine Learning Approach "
K. Bahamazava: "Predicting geomagnetic disturbances from solar wind data using Machine Learning" (Poster, winner of the DWCAA poster award)
Other project participants: E. Perracchione, S. Guastavino
MATCHES 2024 - 2nd Workshop on MAThematical CHallenges to and from new technologiES, Sept. 5-6, 2024, Rome (Italy)
E. Perracchione: "Mathematical Challenges for Astronomical Imaging: A kernel-based approach"
S. Guastavino: "Artificial Intelligence as a warning machine to predict Space Weather phenomena"
XXXII IAU General Assembly 2024, Aug. 6-15, 2024, Cape Town (South Africa).
A.M. Massone: "Machine Learning techniques for Solar Physics and Space Weather "
E. Perracchione: "Forecasting Geoffective Events and Evaluating the Most Predictive Features through new Classifier-Dependent Ranking Scheme"
M. Rossi: "Machine Learning-Based Dynamics of Interplanetary Coronal Mass Ejections Using Deterministic Models"
COSPAR 2024 - 45th Meeting Assembly , Jul. 13-21, 2024, Bexco, Busan (Korea).
S. Guastavino: "From Sun to Earth: machine learning for space weather forecasting"
ML4ASTRO2 - International Conference on Machine Learning for Astrophysics, Catania (Italy).
Project participant: Katsiaryna Bahamazava
ATMA2024 Approximation: Theory, Methods and Applications, June 10-14, 2024, Lecce (Italy)
G. Audone: "A recipe based on Lebesgue functions for learning Variably Scaled Kernels via Discontinuous Neural Networks."
ECCOMAS CONGRESS 2024 - 9th European Congress on Computational Methods in Applied Sciences and Engineering, June 3-7, 2024, Lisboa (Portugal).
E. Perracchione: "Error propagation for inverse problems: Applications to solar physics."
4th URSI Atlantic Radio Science Meeting (AT-RASC 2024), May 19-24, 2024, Gran Canaria (Spain).
S. Guastavino: "Tackling solar flare forecasting with machine learning"
S. Guastavino: "Forecasting space weather drivers and geomagnetic events via physics-based machine learning"
EGU General Assembly 2024, Apr. 14-19, 2024, Vienna (Austria).
A.M. Massone: "Encoding the drag-based model in the artificial intelligence training process to predict CME’s travel times."
M. Lampani:" Physics-driven feature combination for an explainable AI approach to flare forecasting "
M. Piana: " STIX electron flux maps allow the quantitative determination of the number of accelerated electrons in solar flares"
Solar Physics High Energy Research (SPHERE) Workshop, Jun 20-23, 2023, University of Maryland, College Park (USA).
Project participants: A. M. Massone, M. Piana.
AGU Annual Meeting 2023, Dec. 11-15, 2023, San Francisco (USA).
S. Guastavino: "Score-oriented losses and value-weighted skill scores to face class-imbalance in solar flare forecasting", 11/12 /2023.
European Space Weather Week (ESSW), Nov. 20 - 24, 2023, Toulouse (France).
M. Piana: "Physics-driven machine learning for the prediction of coronal mass ejections’ travel times" - SWR-02.
S. Guastavino: "Physics-aware machine learning models for explainable solar flare forecasting" - SWR-06.
Working group/round table: Machine learning, AI and applications to solar physics (organizers: A. M. Massone and E. Perracchione) at the Dolomites Research Week on Approximation and Applications, Sept. 15-19, 2023, S. Vito di Cadore, Belluno (Italy).
Project participants: S. Guastavino, M. Rossi, G. Audone, K. Bahamazava, F. Camattari, E. Perracchione, A. M. Massone, M. Piana, V. Candiani.
9th International Conference on Meteorology and Climatology of the Mediterranea (MetMed), May 22-24, 2023, Genova (Italy).
"Evaluation of aerosol effects on extreme precipitation events over Liguria (Italy)", F. Cassola, F. Ferrari, A. Mazzino, M. M. Miglietta, M. Morichetti, U. Rizza.
SIAM Conference on Computational Science and Engineering (CSE23), Feb. 26-Mar. 3, 2023, Amsterdam (The Netherlands).
E. Perracchione: "Data-Driven Fitting for First Hard X-Ray Imaging Results by Solar Orbiter STIX" - Special session High-Fidelity and Data-Driven Methods for Multiscale and Multi-Physics Problems.
S. Guastavino: "Prediction of Severe Thunderstorm Events as a Warning Machine with Deep Learning and Radar Data" - Special session High-Fidelity and Data-Driven Methods for Multiscale and Multi-Physics Problems.
Organization of sessions/minisymposia within international workshops/conferences
ESWW2024 - European Space Weather Week 2024, Nov. 4-8, 2024, Coimbra (Portugal)
SWR6 – Applications of Artificial Intelligence to Space Weather and Space Climate (Organizers: S. Guastavino, Francesco Marchetti, Gautier Nguyen and Ioanna Bouri)
DWCAA2024 - 6th Dolomites Workshop on Constructive Approximation and Applications, Sept. 9-13, 2024, Alba di Canazei, TN (Italy).
Approximation, AI and inverse problems: A physics-driven perspective (Organizers: S. Guastavino, E. Perracchione)
Invited Seminars
A. Volpara. Invited seminar at CEA Paris-Saclay, Jan. 21, 2025.
Topic: Advances in X-ray Imaging and Spectroscopy with STIX on Solar Orbiter: Methods and AI Applications.
S. Guastavino. Invited seminar at the Space Weather Italian Community (SWICo), May 15, 2023.
Topic: Highlights on artificial intelligence in space weather for solar flare forecasting.
Seminars
Speaker: F. Camattari
Where: OATo (Osservatorio Astrofisico di Torino )
Education
Notte Europea delle Ricercatrici e dei Ricercatori 2024, Sept. 28, 2024, Torino (Italy).
G. Audone presents the talk-lab "Sfida l'AI nella previsione di tempeste geomagnetiche" .
PhD course: Data and physics driven (kernel) machine learning: Applications to solar physics and space weather, Università di Genova (Italy), Jun. 17-21, 2024. Lecturers: E. Perracchione, S. Guastavino.
Tutorial at Mascot-Num 2024, Apr. 2-5, 2024, Giens Peninsula, Hyères (France).
Speaker: A. M. Massone.
Tutorial: Image reconstruction methods and machine learning techniques: applications to astronomical imaging and space weather.
Organized by the National Institute for Research in Digital Science and Technology (INRIA).
Podcast "A.I. tempo presente": during the episode "Ambiente e transizione green" (Environment and green transition) we analyze possible strategies aimed at combating climate change thanks to the potential of deep learning and artificial intelligence.
Speaker: A. M. Massone.
Festival della scienza, Oct. 29, 2023, Genova (Italy).
Conference: L’Intelligenza Artificiale al servizio di previsioni di eventi estremi nel sistema Sole-Terra (Artificial Intelligence at the service of forecasting extreme events in the Sun-Earth system).
Speakers: F. Giannoni, S. Guastavino, A.M. Massone, A. Mazzino, R. Susino.
Notte Europea dei Ricercatori, Sept. 29, 2023, Torino (Italy).
F. Camattari presents the talk-lab "The reconstruction of solar flares" .
K. Bahamazava presents the poster "AI for predicting solar flares".
PhD course: Kernels for Machine learning: Applications to Solar Physics, Politecnico di Torino (Italy), June 2023.
Lecturers: S. Guastavino, E. Perracchione.
Torino (ALTEC/OATo-INAF), Feb. 27th 2025
Project participants:
A. M. Massone, M.Piana, S. Guastavino, M. Lampani (DIMA-UNIGE), E. Perracchione, K. Bahamazava, G. Audone (DISMA-POLITO), G. Nicolini, R. Susino, D. Telloni, F. Camattari (OATo-INAF), F. Solitro, F. Pinna, C. Leuzzi, L. Tolomei, R. Messineo (Altec), A. Mazzino (DICCA-UNIGE), F. Giannoni, F. Cassola, D. Carnevale (ARPAL), C. Villosio, C. Pronzato, Stella Lauro (CCA).
Invited speakers:
Paolo Romano (Osservatorio Astrofisico di Catania -INAF), Silvia Tozza (UNIBO)
Torino (DISMA-POLITO), Jun. 26th-27th 2024
Project participants:
A. M. Massone, S. Guastavino, M. Rossi, M. Lampani, M. Catalano (DIMA-UNIGE), E. Perracchione, K. Bahamazava, G. Audone, A. Pellegri (DISMA-POLITO), R. Susino, D. Telloni, F. Camattari (OATo-INAF), F. Solitro, F. Pinna, C. Leuzzi (Altec), A. Mazzino, D. Carnevale (DICCA-UNIGE), F. Giannoni, F. Cassola, M. Tizzi (ARPAL), C. Villosio, C. Pronzato, S. Picco , Stella Lauro (CCA), V. Roiati (Node Manager).
Invited speakers:
Elena Bachini (UNIPD), Sandra Pieraccini (DISMA-POLITO)
Genova (DIMA-UNIGE), Nov. 9th 2023
Project participants:
A. M. Massone, S. Guastavino, V. Candiani, M. Rossi, M. Lampani (DIMA-UNIGE), E. Perracchione, G. Audone (DISMA-POLITO), R. Susino, F. Camattari (OATo-INAF), F. Solitro, F. Pinna (Altec), A. Mazzino (DICCA-UNIGE), F. Giannoni, F. Cassola, M. Tizzi, D. Sacchetti (ARPAL), C. Villosio, M. Rizzi, S. Picco (CCA), V. Roiati (Node Manager).
E. Perracchione. Intervista alla Notte Europea dei Ricercatori 2024. Youtube (dal minuto 2.30)
A. Mazzino. Intervista su AI and weather forecasting. Progress - Sky TG24, puntata del 29/09/2024 (dal minuto 1:28 al minuto 19:30)
E. Perracchione. Articolo di divulgazione dal titolo "Prevedere le tempeste solari: AIxtreme", 01/09/2024. DISMA sociale
S. Guastavino. Intervista durante la ESWW2024, 06/11/2024. Interview with Sabrina Guastavino and Enrico Camporeale