Ciriello, V.; Libero, G.; Tartakovsky, D. M., Decoding spatiotemporal patterns in global-scale data via Dynamic Mode Decomposition, in: Proceedings of XI International Conference on Computational Methods for Coupled Problems in Science and Engineering (COUPLED PROBLEMS 2025), 2025, pp. 1 - 1 (atti di: XI International Conference on Computational Methods for Coupled Problems in Science and Engineering (COUPLED PROBLEMS 2025), Villasimius, Italy, May 26-29, 2025) [atti di convegno-abstract]
Cheng, M.; Evangelisti, M.; Gobeyn, S.; Avolio, F.; Frascari, D.; Maglionico, M.; Ciriello, V.; Di Federico, V., Establishing correlations between time series of wastewater parameters under extreme and regular weather conditions, «JOURNAL OF HYDROLOGY», 2025, 649, Article number: 132455, pp. 1 - 12 [articolo]Open Access
Girometti, Elisa; Frascari, Dario; Pinelli, Davide; Di Federico, Vittorio; Libero, Giulia; Ciriello, Valentina, Polyphenol adsorption and recovery from olive mill wastewater: a model reduction-based optimization and economic assessment, «JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING», 2025, 13, Article number: 116370, pp. 1 - 11 [articolo]Open Access
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) [atti di convegno-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) [atti di convegno-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) [atti di convegno-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) [atti di convegno-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) [atti di convegno-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) [atti di convegno-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, Article number: 061911, pp. 1 - 10 [articolo]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) [atti di convegno-abstract]
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 [articolo]Open Access
Chiofalo A., Ciriello V., Tartakovsky Daniel M., Reduction of data-generation cost for CNN training and inverse problems., 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) [atti di convegno-abstract]
Chiofalo A., Ciriello V., Tecniche di transfer learning su dati multi-fedeltà per problemi di trasporto in acque sotterranee., 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) [atti di convegno-abstract]
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) [atti di convegno-abstract]
