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) [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) [Abstract]
Valentina Ciriello, Giulia Libero, Daniel M. Tartakovsky, Use of Dynamic Mode Decomposition for the reconstruction of
contaminant release history, in: Proceedings of European Geosciences Union General Assembly 2024, 2024, pp. 1 - 1 (atti di: European Geosciences Union General Assembly 2024, Vienna, 14-19/04/2024) [Abstract]
V. Ciriello, G. Libero, D. M. Tartakovsky, Combining Polynomial Chaos Expansion and Dynamic Mode Decomposition for the reduction of models with time-variant response, in: Proceedings of American Geophysical Union Fall Meeting 2023, 2023, pp. 1 - 1 (atti di: AGU23, San Francisco, 11-15/12/2023) [Abstract]
V. Ciriello, G. Libero, D. M. Tartakovsky, Dynamic Mode Decomposition for model reduction of flow and transport in porous media, in: Proceedings of InterPore2023, 2023, pp. 1 - 1 (atti di: InterPore2023, Edinburgh, 22-25/05/2023) [Abstract]
G. Libero, D. M. Tartakovsky, V. Ciriello, Dynamic Mode Decomposition of GRACE and GRACE-FO data, in: Proceedings of American Geophysical Union Fall Meeting 2023, 2023, pp. 1 - 1 (atti di: AGU23, San Francisco, 11-15/12/2023) [Abstract]
G. Libero, D. M. Tartakovsky, V. Ciriello, Dynamic Mode Decomposition to reconstruct and extrapolate hydrological time series, in: Proceedings of InterPore2023, 2023, pp. 1 - 1 (atti di: InterPore2023, Edinburgh, 22-25/05/2023) [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) [Abstract]
Libero, Giulia; Ciriello, Valentina, Interpolation of hydrological time series via Dynamic Mode Decomposition, in: Proceedings of European Geosciences Union General Assembly 2023, 2023, pp. 1 - 1 (atti di: European Geosciences Union General Assembly 2023, Vienna, 23-28/04/2023) [Contribution to conference proceedings]Open Access
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) [Abstract]
A. Lenci, Y. Méheust, V. Di Federico, V. Ciriello,, Reduced-Order Models Unravel the Interplay of Geological Fracture Heterogeneity and Fluid Rheology in Controlling Fracture-Scale Metrics of Newtonian and Shear-Thinning Flows, in: Proceedings of American Gephysical Union 2023 Fall Meeting, 2023, pp. 1 - 1 (atti di: American Geophysical Union 2023 Fall Meeting, San Francisco, 11-15/12/2023) [Abstract]
Lenci Alessandro, Ciriello Valentina, Mèheust Yves, Di Federico Vittorio, Dentz Marco, Anomalous Dispersion in Geological Fractures under Shear-thinning flow, in: Proceedings of XXIV Computational Methods in Water Resources 2022, 2022, pp. 1 - 1 (atti di: XXIV Computational Methods in Water Resoruces 2022, Gdańsk, 19-23/07/2022) [Contribution to conference proceedings]
Collia, Dario; Libero, Giulia; Pedrizzetti, Gianni; Ciriello, Valentina, Surrogate models provide new insights on metrics based on blood flow for the assessment of left ventricular function, «SCIENTIFIC REPORTS», 2022, 12, Article number: 8695 , pp. 1 - 13 [Scientific article]Open Access
Focaccia, S.; Panini, G.; Pedrazzoli, P.; Ciriello, V., A meta-modeling approach for hydrological forecasting under uncertainty: Application to groundwater nitrate response to climate change, «JOURNAL OF HYDROLOGY», 2021, 603, Article number: 127173 , pp. 1 - 10 [Scientific article]
Valentina Ciriello; Jonghyun Lee; Daniel M. Tartakovsky, Advances in uncertainty quantification for water resources applications, «STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT», 2021, 35, pp. 955 - 957 [Scientific article]
