CIRIELLO, VALENTINA
CIRIELLO, VALENTINA
DIPARTIMENTO DI INGEGNERIA CIVILE, CHIMICA, AMBIENTALE E DEI MATERIALI
Docenti di ruolo di IIa fascia
Contaminant Source Identification via Transfer Learning on Multifidelity-Data.
2024 Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky
Dynamic Mode Decomposition accelerates uncertainty quantification via Polynomial Chaos Expansion
2024 V. Ciriello, G. Libero, D. M. Tartakovsky
Dynamic Mode Decomposition enables decoding dominant spatiotemporal structures in global scale hydrological datasets
2024 Giulia Libero, Daniel M. Tartakovsky, Valentina Ciriello
Dynamic Mode Decomposition for source identification
2024 G. Libero, D. M. Tartakovsky, V. Ciriello
Hyporheic Flows in Stratified Sediments: Implications on Residence Time Distributions
2024 Marzadri A.; Ciriello V.; de Barros F.P.J.
Reduced‐Order Models Unravel the Joint Impact of Aperture Heterogeneity and Shear‐Thinning Rheology on Fracture‐Scale Flow Metrics
2024 Lenci, A.; Méheust, Y.; Di Federico, V.; Ciriello, V.
Transfer learning for inversion of multi-fidelity data in subsurface hydrology
2024 Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky
Use of Dynamic Mode Decomposition for the reconstruction of contaminant release history
2024 Valentina Ciriello, Giulia Libero, Daniel M. Tartakovsky
Combining Polynomial Chaos Expansion and Dynamic Mode Decomposition for the reduction of models with time-variant response
2023 V. Ciriello, G. Libero, D. M. Tartakovsky
Dynamic Mode Decomposition for model reduction of flow and transport in porous media
2023 V. Ciriello, G. Libero, D. M. Tartakovsky
Dynamic Mode Decomposition of GRACE and GRACE-FO data
2023 G. Libero, D. M. Tartakovsky, V. Ciriello
Dynamic Mode Decomposition to reconstruct and extrapolate hydrological time series
2023 G. Libero, D. M. Tartakovsky, V. Ciriello
Dynamic Mode Decompositions for Inhomogeneous Transport Problems
2023 G. Libero, A. Chiofalo, V. Ciriello, D. M. Tartakovsky
Interpolation of hydrological time series via Dynamic Mode Decomposition
2023 Libero, Giulia; Ciriello, Valentina
Multi-Fidelity Transfer Learning for Reconstruction of Conductivity Field
2023 Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky
Reduced-Order Models Unravel the Interplay of Geological Fracture Heterogeneity and Fluid Rheology in Controlling Fracture-Scale Metrics of Newtonian and Shear-Thinning Flows
2023 A. Lenci, Y. Méheust, V. Di Federico, V. Ciriello,
Anomalous Dispersion in Geological Fractures under Shear-thinning flow
2022 Lenci Alessandro, Ciriello Valentina, Mèheust Yves, Di Federico Vittorio, Dentz Marco
Surrogate models provide new insights on metrics based on blood flow for the assessment of left ventricular function
2022 Collia, Dario; Libero, Giulia; Pedrizzetti, Gianni; Ciriello, Valentina
A meta-modeling approach for hydrological forecasting under uncertainty: Application to groundwater nitrate response to climate change
2021 Focaccia S.; Panini G.; Pedrazzoli P.; Ciriello V.
Advances in uncertainty quantification for water resources applications
2021 Valentina Ciriello; Jonghyun Lee; Daniel M. Tartakovsky