Irina Kitiashvili

According to our database, Irina Kitiashvili authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SolARED: Solar Active Region Emergence Dataset for Machine Learning Aided Predictions.

Spiridon Kasapis, Eren Dogan, Irina N. Kitiashvili, Alexander G. Kosovichev, John T. Stefan, Jake D. Butler, Jonas Tirona, Sarang Patil, Mengjia Xu

CoRR, January, 2026

Forecasting Continuum Intensity for Solar Active Region Emergence Prediction using Transformers.

Jonas Tirona, Sarang Patil, Spiridon Kasapis, Eren Dogan, John T. Stefan, Irina N. Kitiashvili, Alexander G. Kosovichev, Mengjia Xu

CoRR, January, 2026

2025

Cluster-Weighted Training of Deep Surrogate Models for Subgrid Turbulent Transport.

Rimsha Hameed Syeda, Dustin Kempton, Viacheslav Sadykov, Irina Kitiashvili, Rafal A. Angryk

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Solar Active Regions Emergence Prediction Using Long Short-Term Memory Networks.

Spiridon Kasapis, Irina N. Kitiashvili, Alexander G. Kosovichev, John T. Stefan

CoRR, 2024

Forecasting SEP Events During Solar Cycles 23 and 24 Using Interpretable Machine Learning.

Spiridon Kasapis, Irina N. Kitiashvili, Paul Kosovich, Alexander G. Kosovichev, Viacheslav M. Sadykov, Patrick O'Keefe, Vincent Wang

CoRR, 2024

Predicting the Emergence of Solar Active Regions Using Machine Learning.

Spiridon Kasapis, Irina N. Kitiashvili, Alexander G. Kosovichev, John T. Stefan, Bhairavi Apte

CoRR, 2024

2021

Compression of Solar Spectroscopic Observations: a Case Study of Mg II k Spectral Line Profiles Observed by NASA's IRIS Satellite.

Viacheslav M. Sadykov, Irina N. Kitiashvili, Alberto Sainz Dalda, Vincent Oria, Alexander G. Kosovichev, Egor Illarionov

Proceedings of the 18th International Conference on Content-Based Multimedia Indexing, 2021

2020

Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations.

Gelu Nita, Manolis K. Georgoulis, Irina Kitiashvili, Viacheslav Sadykov, Enrico Camporeale, Alexander Kosovichev, Haimin Wang, Vincent Oria, Jason T. L. Wang, Rafal A. Angryk, Berkay Aydin, Azim Ahmadzadeh, Xiaoli Bai, Timothy Bastian, Soukaina Filali Boubrahimi, Bin Chen, Alisdair Davey, Sheldon Fereira, Gregory Fleishman, Dale Gary, Andrew Gerrard, Gregory Hellbourg, Katherine G. Herbert, Jack Ireland, Egor Illarionov, Natsuha Kuroda, Qin Li, Chang Liu, Yuexin Liu, Hyomin Kim, Dustin Kempton, Ruizhe Ma, Petrus C. Martens, Ryan M. McGranaghan, Edward Semones, John T. Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu

CoRR, 2020