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
DATA-DRIVEN ORDER REDUCTION OF CONTAMINANT TRANSPORT MODELS
2024 Giulia Libero; Valentina Ciriello
Data-informed reconstruction of reactive contaminant release scenarios
2024 Giulia Libero, Daniel M. Tartakovsky, Valentina Ciriello
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
Dynamic mode decomposition of GRACE satellite data
2024 Libero, G.; Ciriello, V.; Tartakovsky, D.M.
Extended dynamic mode decomposition for model reduction in fluid dynamics simulations
2024 Libero, Giulia; Chiofalo, Alessia; Ciriello, Valentina; Tartakovsky, Daniel M.
Hyporheic Flows in Stratified Sediments: Implications on Residence Time Distributions
2024 Marzadri A.; Ciriello V.; de Barros F.P.J.
Polynomial chaos enhanced by dynamic mode decomposition for order-reduction of dynamic models
2024 Libero, G.; Tartakovsky, D.M.; Ciriello, V.
Polynomial Chaos Expansion for uncertainty quantification in subsurface processes
2024 Valentina Ciriello, Alessia Chiofalo, Giulia Libero, Daniel M. Tartakovsky
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.
Reduction of data-generation cost for CNN training and inverse problems.
2024 Chiofalo A., Ciriello V., Tartakovsky Daniel M.
Tecniche di transfer learning su dati multi-fedeltà per problemi di trasporto in acque sotterranee.
2024 Chiofalo A., 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