CIRIELLO, VALENTINA
CIRIELLO, VALENTINA
DICAM - DIPARTIMENTO DI INGEGNERIA CIVILE, CHIMICA, AMBIENTALE E DEI MATERIALI
Docenti di ruolo di IIa fascia
AI-enabled cardiovascular models trained on multifidelity simulations data
2025 Chiofalo, Alessia; Careddu, Lucio; Ciriello, Valentina; Tartakovsky, Daniel
Decoding spatiotemporal patterns in global-scale data via Dynamic Mode Decomposition
2025 Ciriello, V.; Libero, G.; Tartakovsky, D. M.
Dominant spatiotemporal structures in total water storage anomalies
2025 Libero, G.; Ciriello, V.
Establishing correlations between time series of wastewater parameters under extreme and regular weather conditions
2025 Cheng, M.; Evangelisti, M.; Gobeyn, S.; Avolio, F.; Frascari, D.; Maglionico, M.; Ciriello, V.; Di Federico, V.
Polyphenol adsorption and recovery from olive mill wastewater: a model reduction-based optimization and economic assessment
2025 Girometti, Elisa; Frascari, Dario; Pinelli, Davide; Di Federico, Vittorio; Libero, Giulia; Ciriello, Valentina
Reconstructing Spatiotemporal Dynamics of Total Water Storage Anomalies Using DMD
2025 Libero, Giulia; Ciriello, Valentina; Tartakovsky, Daniel M.
Transfer learning of neural surrogates on multifidelity groundwater simulations
2025 Chiofalo, Alessia; Ciriello, Valentina; Tartakovsky, Daniel M.
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.