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
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.
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
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Contaminant Source Identification via Transfer Learning on Multifidelity-Data. | Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| DATA-DRIVEN ORDER REDUCTION OF CONTAMINANT TRANSPORT MODELS | Giulia Libero; Valentina Ciriello | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Data-informed reconstruction of reactive contaminant release scenarios | Giulia Libero, Daniel M. Tartakovsky, Valentina Ciriello | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Dynamic Mode Decomposition accelerates uncertainty quantification via Polynomial Chaos Expansion | V. Ciriello, G. Libero, D. M. Tartakovsky | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Dynamic Mode Decomposition enables decoding dominant spatiotemporal structures in global scale hydrological datasets | Giulia Libero, Daniel M. Tartakovsky, Valentina Ciriello | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Dynamic Mode Decomposition for source identification | G. Libero, D. M. Tartakovsky, V. Ciriello | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Extended dynamic mode decomposition for model reduction in fluid dynamics simulations | Libero, Giulia; Chiofalo, Alessia; Ciriello, Valentina; Tartakovsky, Daniel M. | 2024-01-01 | PHYSICS OF FLUIDS | - | 1.01 Articolo in rivista | - |
| Hyporheic Flows in Stratified Sediments: Implications on Residence Time Distributions | Marzadri A.; Ciriello V.; de Barros F.P.J. | 2024-01-01 | WATER RESOURCES RESEARCH | - | 1.01 Articolo in rivista | 2024_WRR_Marzadri_et_al.pdf |
| Polynomial chaos enhanced by dynamic mode decomposition for order-reduction of dynamic models | Libero, G.; Tartakovsky, D.M.; Ciriello, V. | 2024-01-01 | ADVANCES IN WATER RESOURCES | - | 1.01 Articolo in rivista | - |
| Polynomial Chaos Expansion for uncertainty quantification in subsurface processes | Valentina Ciriello, Alessia Chiofalo, Giulia Libero, Daniel M. Tartakovsky | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Reduced‐Order Models Unravel the Joint Impact of Aperture Heterogeneity and Shear‐Thinning Rheology on Fracture‐Scale Flow Metrics | Lenci, A.; Méheust, Y.; Di Federico, V.; Ciriello, V. | 2024-01-01 | WATER RESOURCES RESEARCH | - | 1.01 Articolo in rivista | 2023-WRR-Lenci-Fracture_PCE.pdf |
| Transfer learning for inversion of multi-fidelity data in subsurface hydrology | Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Use of Dynamic Mode Decomposition for the reconstruction of contaminant release history | Valentina Ciriello, Giulia Libero, Daniel M. Tartakovsky | 2024-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Combining Polynomial Chaos Expansion and Dynamic Mode Decomposition for the reduction of models with time-variant response | V. Ciriello, G. Libero, D. M. Tartakovsky | 2023-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Dynamic Mode Decomposition for model reduction of flow and transport in porous media | V. Ciriello, G. Libero, D. M. Tartakovsky | 2023-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Dynamic Mode Decomposition of GRACE and GRACE-FO data | G. Libero, D. M. Tartakovsky, V. Ciriello | 2023-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Dynamic Mode Decomposition to reconstruct and extrapolate hydrological time series | G. Libero, D. M. Tartakovsky, V. Ciriello | 2023-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Dynamic Mode Decompositions for Inhomogeneous Transport Problems | G. Libero, A. Chiofalo, V. Ciriello, D. M. Tartakovsky | 2023-01-01 | - | - | 4.02 Riassunto (Abstract) | - |
| Interpolation of hydrological time series via Dynamic Mode Decomposition | Libero, Giulia; Ciriello, Valentina | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | EGU23-9409-print.pdf |
| Multi-Fidelity Transfer Learning for Reconstruction of Conductivity Field | Alessia Chiofalo, Valentina Ciriello, Daniel M. Tartakovsky | 2023-01-01 | - | - | 4.02 Riassunto (Abstract) | - |