Chiofalo, Alessia; Careddu, Lucio; Ciriello, Valentina; Tartakovsky, Daniel, AI-enabled cardiovascular models trained on multifidelity simulations data, «JOURNAL OF MACHINE LEARNING FOR MODELING AND COMPUTING», 2025, 6, pp. 1 - 17 [articolo]
Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky, Contaminant Source Identification via Transfer Learning on Multifidelity-Data., in: Proceedings of the European Geosciences Union 2024, 2024, pp. 1 - 1 (atti di: European Geosciences Union, Vienna, 14–19 April 2024) [atti di convegno-abstract]
Libero, Giulia; Chiofalo, Alessia; Ciriello, Valentina; Tartakovsky, Daniel M., Extended dynamic mode decomposition for model reduction in fluid dynamics simulations, «PHYSICS OF FLUIDS», 2024, 36, Article number: 061911, pp. 1 - 10 [articolo]Open Access
Valentina Ciriello, Alessia Chiofalo, Giulia Libero, Daniel M. Tartakovsky, Polynomial Chaos Expansion for uncertainty quantification in subsurface processes, in: Proceedings of XXV Conference on Computation Methods in Water Resources (CMWR24), 2024, pp. 1 - 1 (atti di: XXV Conference on Computation Methods in Water Resources (CMWR24), Tucson, USA, Sep 30-Oct 3, 2024) [atti di convegno-abstract]
Chiofalo A., Ciriello V., Tartakovsky Daniel M., Reduction of data-generation cost for CNN training and inverse problems., in: Proceedings of XXV Conference on Computation Methods in Water Resources (CMWR24), 2024, pp. 1 - 1 (atti di: XXV Conference on Computation Methods in Water Resources (CMWR24), Tucson, USA, Sep 30-Oct 3, 2024) [atti di convegno-abstract]
Chiofalo A., Ciriello V., Tecniche di transfer learning su dati multi-fedeltà per problemi di trasporto in acque sotterranee., in: Proceedings of XXXIX Convegno Nazionale di Idraulica e Costruzioni Idrauliche, 2024, pp. 1 - 3 (atti di: XXXIX Convegno Nazionale di Idraulica e Costruzioni Idrauliche (IDRA24), Parma, Italia, 15-18 Settembre 2024) [atti di convegno-abstract]
Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky, Transfer learning for inversion of multi-fidelity data in subsurface hydrology, in: Proceedings of 9th European Congress on Computational Methods in Applied Sciences and Engineering, 2024, pp. 1 - 1 (atti di: 9th European Congress on Computational Methods in Applied Sciences and Engineering, Lisbon, 3-7 June 2024) [atti di convegno-abstract]
G. Libero, A. Chiofalo, V. Ciriello, D. M. Tartakovsky, Dynamic Mode Decompositions for Inhomogeneous Transport Problems, in: Proceedings of SIAM Conference on Mathematical & Computational Issues in the Geosciences (GS23), 2023, pp. 1 - 1 (atti di: SIAM Conference on Mathematical & Computational Issues in the Geosciences (GS23), Bergen, 19-22/06/2023) [atti di convegno-abstract]
Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky, Multi-Fidelity Transfer Learning for Reconstruction of Conductivity Field, in: Proceedings of American Geophysical Union Fall Meeting 2023, 2023, pp. 1 - 1 (atti di: AGU 23, San Francisco, 11-15/12/2023) [atti di convegno-abstract]
