SANTONASTASO, Giovanni Francesco
SANTONASTASO, Giovanni Francesco
Dipartimento di Ingegneria
A Convolutional Neural Network‐Based Model for Precipitation Nowcasting Leveraging Data From Gauge Stations
2026 Taromideh, Fereshteh; Santonastaso, Giovanni Francesco; Masoodi, Mehdi; Cominola, Andrea; Greco, Roberto
Areal landslide hazard assessment: case study of landslide-prone area covered by pyroclastic deposits
2026 Marino, Pasquale; Abdullah, Xxx; Roman Quintero, Daniel Camilo; Santonastaso, Giovanni Francesco; Greco, Roberto
Debris flow hazard assessment in small catchments with diffuse pyroclastic soil deposits: a case study in Cervinara (southern Italy)
2026 Greco, Roberto; Bonomelli, Riccardo; Bouraour, Ouiza; Marino, Pasquale; Molica, Salvatore; Pai, Pei-Hsin; Roman Quintero, Daniel Camilo; Aronica, Giuseppe Tito; Papa, Maria Nicolina; Pilotti, Marco; Righetti, Maurizio; Santonastaso, Giovanni Francesco; Sarno, Luca; Tai, Yih-Chin; Larcher, Michele
Radar Rainfall Input for Urban Stormwater Modelling
2026 Taromideh, Fereshteh; Marino, Pasquale; Santonastaso, Giovanni Francesco; Greco, Roberto
Battle of Water Demand Forecasting
2025 Alvisi, S.; Franchini, M.; Marsili, V.; Mazzoni, F.; Salomons, E.; Housh, M.; Abokifa, A.; Arsova, K.; Ayyash, F.; Bae, H.; Barreira, R.; Basto, L.; Bayer, S.; Berglund, E. Z.; Biondi, D.; Boloukasli Ahmadgourabi, F.; Brentan, B.; Caetano, J.; Campos, F.; Cao, H.; Cardona, S.; Carreño Alvarado, E. P.; Carriço, N.; Chatzistefanou, G. -A.; Coy, Y.; Creaco, E.; Cuomo, S.; De Klerk, A.; Di Nardo, A.; Dicarlo, M.; Dittmer, U.; Dziedzic, R.; Ebrahim Bakhshipour, A.; Eliades, D.; Farmani, R.; Ferreira, B.; Gabriele, A.; Gamboa-Medina, M. M.; Gao, F.; Gao, J.; Gargano, R.; Geranmehr, M.; Giudicianni, C.; Glynis, K.; Gómez, S.; González, L.; Groß, M.; Guo, H.; Habibi, M. N.; Haghighi, A.; Hammer, B.; Hans, L.; Hayslep, M.; He, Y.; Hermes, L.; Herrera, M.; Hinder, F.; Hou, B.; Iglesias-Rey, A.; Iglesias-Rey, P. L.; Jang, I. -S.; Izquierdo, J.; Jahangir, M. S.; Jara-Arriagada, C.; Jenks, B.; Johnen, G.; Kalami Heris, M.; Kalumba, M.; Kang, M. -S.; Khashei Varnamkhasti, M.; Kim, K. -J.; Kley-Holsteg, J.; Ko, T.; Koochali, A.; Kossieris, P.; Koundouri, P.; Kühnert, C.; Kulaczkowski, A.; Lee, J.; Li, K.; Li, Y.; Liu, H.; Liu, Y.; López-Hojas, C. A.; Maier, A.; Makropoulos, C.; Martínez-Solano, F. J.; Marzouny, N. H.; Menapace, A.; Michalopoulos, C.; Moraitis, G.; Mousa, H.; Namdari, H.; Nikolopoulos, D.; Oberascher, M.; Ostfeld, A.; Pagano, M.; Pasha, F.; Perafán, J.; Perelman, G.; Pesantez, J.; Polycarpou, M.; Quarta, M. G.; Que, Q.; Quilty, J.; Quintiliani, C.; Ramachandran, A.; Reynoso Meza, G.; Rodriguez, V.; Romano, Y.; Saldarriaga, J.; Salem, A. K.; Samartzis, P.; Santonastaso, G. F.; Savic, D.; Schiano Di Cola, V.; Schol, D.; Seyoum, A. G.; Shen, R.; Simukonda, K.; Sinske, A.; Sitzenfrei, R.; Sonnenschein, B.; Stoianov, I.; Tabares, A.; Todini, E.; Tsiami, L.; Tsoukalas, I.; Ulusoy, A. -J.; Vamvakeridou-Lyroudia, L.; Van Heerden, A.; Vaquet, J.; Vaquet, V.; Wallner, S.; Walraad, M.; Wang, D.; Wu, S.; Wu, W.; Wunsch, A.; Yao, Y.; Yu, J.; Zanfei, A.; Zanutto, D.; Zhang, H.; Ziebarth, M.; Ziel, F.; Zou, J.
Could ChatGPT Automate Water Network Clustering? A Performance Assessment Across Algorithms
2025 Palma, Ludovica; Creaco, Enrico; Iervolino, Michele; Marocco, Davide; Santonastaso, Giovanni Francesco; Di Nardo, Armando
Insights From 15 Years of New York City's Drinking Water Quality Complaints
2025 Kulaczkowski, Adam; Sanneh, Jarai; Cohall, Miah; Sabri Ali, Ahmad; Wang, Yi; Gonzalez-Ramirez, Jimen; Di Mauro, Anna; Santonastaso, Giovanni Francesco; Di Nardo, Armando; Lee, Juneseok
Large-scale assessment of rainfall-induced landslide hazard based on hydrometeorological information: application to Partenio Massif (Italy)
2025 Quintero, D. C. R.; Marino, P.; Abdullah, A.; Santonastaso, G. F.; Greco, R.
Rainfall nowcasting by integrating radar and rain gauge data with machine learning for Ischia Island, Italy
2025 Taromideh, F.; Santonastaso, G. F.; Greco, R.
A Topological Algorithm for Sectorization of Water Distribution Networks
2024 Santonastaso, Giovanni F.; Di Nardo, Armando; Creaco, Enrico; Iervolino, Michele
Investigating the Efficacy of Topological Methods for Optimal Sensor Placement in Water Distribution Systems
2024 Palma, Ludovica; Di Nardo, Armando; Hatam, Fatemeh; Santonastaso, Giovanni Francesco; Prévost, Michèle
Machine Learning Model for Battle of Water Demand Forecasting
2024 Pagano, Mario; Santonastaso, Giovanni Francesco; Di Nardo, Armando; Cuomo, Salvatore; Schiano Di Cola, Vincenzo
A Case Study in Southern Italy to Estimate the Effectiveness of GSI for Quality Life Improvement in an Urban Context
2023 DI NARDO, Armando; Santonastaso, Giovanni F.; DI NATALE, Michele; Ferrara, Pietro; Moccia, Giuseppe; Bosco, Roberto; Giacobbe, Savino; Vigliotti, Marco; Ruberti, Daniela; Donadio, Carlo; Mozingo, Louise A.; Valente, Renata
Head-Drop Method for the Modeling of Pressure Reducing Valves and Variable Speed Pumps in Water Distribution Networks
2023 Creaco, Enrico; Di Nardo, Armando; Iervolino, Michele; Santonastaso, Giovanni
Prototype of an IoT-Based Low-Cost Sensor Network for the Hydrological Monitoring of Landslide-Prone Areas
2023 Marino, P.; Roman Quintero, D. C.; Santonastaso, G. F.; Greco, R.
Understanding hydrologic controls of sloping soil response to precipitation through machine learning analysis applied to synthetic data
2023 Roman Quintero, D. C.; Marino, P.; Santonastaso, G. F.; Greco, R.
Comparison of second and third order algorithms for steady state resolution of water distribution networks
2022 Creaco, Enrico; Di Nardo, Armando; Iervolino, Michele; Santonastaso, Giovanni Francesco
High-Order Global Algorithm for the Pressure-Driven Modeling of Water Distribution Networks
2022 Creaco, E.; Di Nardo, A.; Iervolino, M.; Santonastaso, G.
Identification of hydrological monitoring variables for improvement of shallow landslides prediction in pyroclastic slopes of Campania
2022 Roman Quintero, Daniel C.; Giudicianni, Carlo; Marino, Pasquale; Santonastaso, Giovanni Francesco; Greco, Roberto
Innovative methods for optimal design of water network partitioning
2022 Di Nardo, A.; Santonastaso, G. F.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Convolutional Neural Network‐Based Model for Precipitation Nowcasting Leveraging Data From Gauge Stations | 1-gen-2026 | Taromideh, Fereshteh; Santonastaso, Giovanni Francesco; Masoodi, Mehdi; Cominola, Andrea; Greco, Roberto | |
| Areal landslide hazard assessment: case study of landslide-prone area covered by pyroclastic deposits | 1-gen-2026 | Marino, Pasquale; Abdullah, Xxx; Roman Quintero, Daniel Camilo; Santonastaso, Giovanni Francesco; Greco, Roberto | |
| Debris flow hazard assessment in small catchments with diffuse pyroclastic soil deposits: a case study in Cervinara (southern Italy) | 1-gen-2026 | Greco, Roberto; Bonomelli, Riccardo; Bouraour, Ouiza; Marino, Pasquale; Molica, Salvatore; Pai, Pei-Hsin; Roman Quintero, Daniel Camilo; Aronica, Giuseppe Tito; Papa, Maria Nicolina; Pilotti, Marco; Righetti, Maurizio; Santonastaso, Giovanni Francesco; Sarno, Luca; Tai, Yih-Chin; Larcher, Michele | |
| Radar Rainfall Input for Urban Stormwater Modelling | 1-gen-2026 | Taromideh, Fereshteh; Marino, Pasquale; Santonastaso, Giovanni Francesco; Greco, Roberto | |
| Battle of Water Demand Forecasting | 1-gen-2025 | Alvisi, S.; Franchini, M.; Marsili, V.; Mazzoni, F.; Salomons, E.; Housh, M.; Abokifa, A.; Arsova, K.; Ayyash, F.; Bae, H.; Barreira, R.; Basto, L.; Bayer, S.; Berglund, E. Z.; Biondi, D.; Boloukasli Ahmadgourabi, F.; Brentan, B.; Caetano, J.; Campos, F.; Cao, H.; Cardona, S.; Carreño Alvarado, E. P.; Carriço, N.; Chatzistefanou, G. -A.; Coy, Y.; Creaco, E.; Cuomo, S.; De Klerk, A.; Di Nardo, A.; Dicarlo, M.; Dittmer, U.; Dziedzic, R.; Ebrahim Bakhshipour, A.; Eliades, D.; Farmani, R.; Ferreira, B.; Gabriele, A.; Gamboa-Medina, M. M.; Gao, F.; Gao, J.; Gargano, R.; Geranmehr, M.; Giudicianni, C.; Glynis, K.; Gómez, S.; González, L.; Groß, M.; Guo, H.; Habibi, M. N.; Haghighi, A.; Hammer, B.; Hans, L.; Hayslep, M.; He, Y.; Hermes, L.; Herrera, M.; Hinder, F.; Hou, B.; Iglesias-Rey, A.; Iglesias-Rey, P. L.; Jang, I. -S.; Izquierdo, J.; Jahangir, M. S.; Jara-Arriagada, C.; Jenks, B.; Johnen, G.; Kalami Heris, M.; Kalumba, M.; Kang, M. -S.; Khashei Varnamkhasti, M.; Kim, K. -J.; Kley-Holsteg, J.; Ko, T.; Koochali, A.; Kossieris, P.; Koundouri, P.; Kühnert, C.; Kulaczkowski, A.; Lee, J.; Li, K.; Li, Y.; Liu, H.; Liu, Y.; López-Hojas, C. A.; Maier, A.; Makropoulos, C.; Martínez-Solano, F. J.; Marzouny, N. H.; Menapace, A.; Michalopoulos, C.; Moraitis, G.; Mousa, H.; Namdari, H.; Nikolopoulos, D.; Oberascher, M.; Ostfeld, A.; Pagano, M.; Pasha, F.; Perafán, J.; Perelman, G.; Pesantez, J.; Polycarpou, M.; Quarta, M. G.; Que, Q.; Quilty, J.; Quintiliani, C.; Ramachandran, A.; Reynoso Meza, G.; Rodriguez, V.; Romano, Y.; Saldarriaga, J.; Salem, A. K.; Samartzis, P.; Santonastaso, G. F.; Savic, D.; Schiano Di Cola, V.; Schol, D.; Seyoum, A. G.; Shen, R.; Simukonda, K.; Sinske, A.; Sitzenfrei, R.; Sonnenschein, B.; Stoianov, I.; Tabares, A.; Todini, E.; Tsiami, L.; Tsoukalas, I.; Ulusoy, A. -J.; Vamvakeridou-Lyroudia, L.; Van Heerden, A.; Vaquet, J.; Vaquet, V.; Wallner, S.; Walraad, M.; Wang, D.; Wu, S.; Wu, W.; Wunsch, A.; Yao, Y.; Yu, J.; Zanfei, A.; Zanutto, D.; Zhang, H.; Ziebarth, M.; Ziel, F.; Zou, J. | |
| Could ChatGPT Automate Water Network Clustering? A Performance Assessment Across Algorithms | 1-gen-2025 | Palma, Ludovica; Creaco, Enrico; Iervolino, Michele; Marocco, Davide; Santonastaso, Giovanni Francesco; Di Nardo, Armando | |
| Insights From 15 Years of New York City's Drinking Water Quality Complaints | 1-gen-2025 | Kulaczkowski, Adam; Sanneh, Jarai; Cohall, Miah; Sabri Ali, Ahmad; Wang, Yi; Gonzalez-Ramirez, Jimen; Di Mauro, Anna; Santonastaso, Giovanni Francesco; Di Nardo, Armando; Lee, Juneseok | |
| Large-scale assessment of rainfall-induced landslide hazard based on hydrometeorological information: application to Partenio Massif (Italy) | 1-gen-2025 | Quintero, D. C. R.; Marino, P.; Abdullah, A.; Santonastaso, G. F.; Greco, R. | |
| Rainfall nowcasting by integrating radar and rain gauge data with machine learning for Ischia Island, Italy | 1-gen-2025 | Taromideh, F.; Santonastaso, G. F.; Greco, R. | |
| A Topological Algorithm for Sectorization of Water Distribution Networks | 1-gen-2024 | Santonastaso, Giovanni F.; Di Nardo, Armando; Creaco, Enrico; Iervolino, Michele | |
| Investigating the Efficacy of Topological Methods for Optimal Sensor Placement in Water Distribution Systems | 1-gen-2024 | Palma, Ludovica; Di Nardo, Armando; Hatam, Fatemeh; Santonastaso, Giovanni Francesco; Prévost, Michèle | |
| Machine Learning Model for Battle of Water Demand Forecasting | 1-gen-2024 | Pagano, Mario; Santonastaso, Giovanni Francesco; Di Nardo, Armando; Cuomo, Salvatore; Schiano Di Cola, Vincenzo | |
| A Case Study in Southern Italy to Estimate the Effectiveness of GSI for Quality Life Improvement in an Urban Context | 1-gen-2023 | DI NARDO, Armando; Santonastaso, Giovanni F.; DI NATALE, Michele; Ferrara, Pietro; Moccia, Giuseppe; Bosco, Roberto; Giacobbe, Savino; Vigliotti, Marco; Ruberti, Daniela; Donadio, Carlo; Mozingo, Louise A.; Valente, Renata | |
| Head-Drop Method for the Modeling of Pressure Reducing Valves and Variable Speed Pumps in Water Distribution Networks | 1-gen-2023 | Creaco, Enrico; Di Nardo, Armando; Iervolino, Michele; Santonastaso, Giovanni | |
| Prototype of an IoT-Based Low-Cost Sensor Network for the Hydrological Monitoring of Landslide-Prone Areas | 1-gen-2023 | Marino, P.; Roman Quintero, D. C.; Santonastaso, G. F.; Greco, R. | |
| Understanding hydrologic controls of sloping soil response to precipitation through machine learning analysis applied to synthetic data | 1-gen-2023 | Roman Quintero, D. C.; Marino, P.; Santonastaso, G. F.; Greco, R. | |
| Comparison of second and third order algorithms for steady state resolution of water distribution networks | 1-gen-2022 | Creaco, Enrico; Di Nardo, Armando; Iervolino, Michele; Santonastaso, Giovanni Francesco | |
| High-Order Global Algorithm for the Pressure-Driven Modeling of Water Distribution Networks | 1-gen-2022 | Creaco, E.; Di Nardo, A.; Iervolino, M.; Santonastaso, G. | |
| Identification of hydrological monitoring variables for improvement of shallow landslides prediction in pyroclastic slopes of Campania | 1-gen-2022 | Roman Quintero, Daniel C.; Giudicianni, Carlo; Marino, Pasquale; Santonastaso, Giovanni Francesco; Greco, Roberto | |
| Innovative methods for optimal design of water network partitioning | 1-gen-2022 | Di Nardo, A.; Santonastaso, G. F. |