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) [Abstract]
Giulia Libero; Valentina Ciriello, DATA-DRIVEN ORDER REDUCTION OF CONTAMINANT TRANSPORT MODELS, 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]
Giulia Libero, Daniel M. Tartakovsky, Valentina Ciriello, Data-informed reconstruction of reactive contaminant release scenarios, 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) [Abstract]
V. Ciriello, G. Libero, D. M. Tartakovsky, Dynamic Mode Decomposition accelerates uncertainty quantification via Polynomial Chaos Expansion, in: Proceedings of SIAM Conference on Uncertainty Quantification (UQ24), 2024, pp. 1 - 1 (atti di: SIAM Conference on Uncertainty Quantification (UQ24), Trieste, 27/02/2024 - 01/03/2024) [Abstract]
Giulia Libero, Daniel M. Tartakovsky, Valentina Ciriello, Dynamic Mode Decomposition enables decoding dominant spatiotemporal structures in global scale hydrological datasets, 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]
G. Libero, D. M. Tartakovsky, V. Ciriello, Dynamic Mode Decomposition for source identification, in: Proceedings of SIAM Conference on Uncertainty Quantification (UQ24), 2024, pp. 1 - 1 (atti di: SIAM Conference on Uncertainty Quantification (UQ24), Trieste, 27/02/2024 - 01/03/2024) [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, pp. 1 - 10 [Scientific article]
Marzadri A.; Ciriello V.; de Barros F.P.J., Hyporheic Flows in Stratified Sediments: Implications on Residence Time Distributions, «WATER RESOURCES RESEARCH», 2024, 60, Article number: e2023WR035625 , pp. 1 - 21 [Scientific article]Open Access
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 [Scientific article]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) [Abstract]
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 [Scientific article]Open Access
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]
