Libero, G.; Ciriello, V., Basin-Scale Interpretation of Low-Frequency Terrestrial Water Storage Dynamics Using Dynamic Mode Decomposition, in: Proceedings of XXVI Conference on Computation Methods in Water Resources (CMWR26), 2026, pp. 1 - 1 (atti di: XXVI Conference on Computation Methods in Water Resources (CMWR26), Bologna, Italy, June 28-July 2, 2026) [atti di convegno-abstract]
Bicelli, Gabriele; Libero, Giulia; Picchi, Davide; Ciriello, Valentina, Fracture susceptibility and depressurization dynamics in CO2 pipelines under uncertainty, «ENERGY», 2026, 344, Article number: 140013, pp. 1 - 14 [articolo]Open Access
Picchi, Davide; Ciriello, Valentina, Impact of variability in inlet operating conditions on CO2 transport in pipelines, «INTERNATIONAL JOURNAL OF MULTIPHASE FLOW», 2026, 196, Article number: 105556, pp. 1 - 13 [articolo]Open Access
Ciriello, V.; Libero, G.; Tartakovsky, D. M., Sequentially Updated Dynamic Mode Decomposition for Short-Term Forecasting of GRACE Signals, in: Proceedings of XXVI Conference on Computation Methods in Water Resources (CMWR26), 2026, pp. 1 - 1 (atti di: XXVI Conference on Computation Methods in Water Resources (CMWR26), Bologna, Italy, June 28-July 2, 2026) [atti di convegno-abstract]
Xhasana, L.; Ciriello, V., U-FNO-based Deep Learning Surrogates for Seawater Intrusion Prediction in Coastal Aquifers, in: Proceedings of XXVI Conference on Computation Methods in Water Resources (CMWR26), 2026, pp. 1 - 1 (atti di: XXVI Conference on Computation Methods in Water Resources (CMWR26), Bologna, Italy, June 28-July 2, 2026) [atti di convegno-abstract]
Chiofalo, Alessia; Careddu, Lucio; Ciriello, Valentina; Tartakovsky, Daniel, AI-enabled cardiovascular models trained on multifidelity simulations data, «JOURNAL OF MACHINE LEARNING FOR MODELING AND COMPUTING», 2025, 6, pp. 1 - 17 [articolo]Open Access
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]
Libero, G.; Ciriello, V., Dominant spatiotemporal structures in total water storage anomalies, «ADVANCES IN WATER RESOURCES», 2025, 203, Article number: 105015, pp. 1 - 11 [articolo]Open Access
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
Cheng, M; Ciriello, V; Di Federico, V, Hybrid data-driven model for seawater intrusion in coastal aquifers, in: Proceedings Interpore, 2025, pp. 1 - 1 (atti di: Interpore 2025, Albuquerque, New Mexico, USA, 19-22 May, 2025) [atti di convegno-abstract]
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
Libero, Giulia; Ciriello, Valentina; Tartakovsky, Daniel M., Reconstructing Spatiotemporal Dynamics of Total Water Storage Anomalies Using DMD, in: Proceedings of Koopman Operator Theory: Fundamentals, Approximations and Applications 2, 2025, pp. 1 - 1 (atti di: Koopman Operator Theory: Fundamentals, Approximations and Applications 2, Cres, Croatia, Sep 10-12, 2025) [atti di convegno-abstract]
Chiofalo, Alessia; Ciriello, Valentina; Tartakovsky, Daniel M., Transfer learning of neural surrogates on multifidelity groundwater simulations, «ADVANCES IN WATER RESOURCES», 2025, 206, Article number: 105140, pp. 1 - 14 [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]
