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.