Libero, G.; Tartakovsky, D.M.; Ciriello, V., Polynomial chaos enhanced by dynamic mode decomposition for order-reduction of dynamic models, «ADVANCES IN WATER RESOURCES», 2024, 186, Article number: 104677, pp. 1 - 12 [articolo]Open Access
Lenci, A.; Méheust, Y.; Di Federico, V.; Ciriello, V., Reduced‐Order Models Unravel the Joint Impact of Aperture Heterogeneity and Shear‐Thinning Rheology on Fracture‐Scale Flow Metrics, «WATER RESOURCES RESEARCH», 2024, 60, Article number: e2023WR036026, pp. 1 - 14 [articolo]Open Access
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]
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) [atti di convegno-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) [atti di convegno-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) [atti di convegno-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) [atti di convegno-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) [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]
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) [Contributo in Atti di convegno]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) [atti di convegno-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) [atti di convegno-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) [Contributo in Atti di convegno]
