Andrea Coraddu

18 papers B 1Journal 11Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reconciling grokking with statistical learning theory through the lens of norm- and stability-based generalization bounds.
Neurocomputing
Luca Oneto, Sandro Ridella, Simone Minisi, Andrea Coraddu, Davide Anguita
2025 J jnl
A review on full-, zero-, and partial-knowledge based predictive models for industrial applications.
Inf. Fusion
Stefano Zampini, Guido Parodi, Luca Oneto, Andrea Coraddu, Davide Anguita
2025 J jnl
Energy-Based Voltage Stabilization in DC Shipboard Power Systems With Dual Loop Control.
IEEE Access
Timon Kopka, Alejandro Latorre, Andrea Coraddu, Henk Polinder
2025 — conf
Physics Informed Machine Learning for Power Flow Analysis: Injecting Knowledge via Pre-, In-, and Post-processing.
IWANN (2)
Guido Parodi, Giulio Ferro, Michela Robba, Andrea Coraddu, Francesca Cipollini, Davide Anguita, Luca Oneto
2024 J jnl
Computationally Aware Surrogate Models for the Hydrodynamic Response Characterization of Floating Spar-Type Offshore Wind Turbine.
IEEE Access
Davide Ilardi, Miltiadis Kalikatzarakis, Luca Oneto, Maurizio Collu, Andrea Coraddu
2024 J jnl
Data-Driven Models for Yacht Hull Resistance Optimization: Exploring Geometric Parameters Beyond the Boundaries of the Delft Systematic Yacht Hull Series.
IEEE Access
Jake M. Walker, Andrea Coraddu, Luca Oneto
2024 — conf
Traffic Simulator AI-Based Surrogate for an Urban Road Network.
ITSC
F. Cantatore, G. Raimondi, Luca Oneto, Andrea Coraddu, Cecilia Pasquale, Enrico Siri, Silvia Siri, Simona Sacone, Davide Anguita
2023 J jnl
A Comprehensive Review of Modeling and Optimization Methods for Ship Energy Systems.
IEEE Access
Foivos Mylonopoulos, Henk Polinder, Andrea Coraddu
2023 J jnl
Physically plausible propeller noise prediction via recursive corrections leveraging prior knowledge and experimental data.
Eng. Appl. Artif. Intell.
Miltiadis Kalikatzarakis, Andrea Coraddu, Mehmet Atlar, Stefano Gaggero, Giorgio Tani, Luca Oneto
2023 — conf
Physics Informed Data Driven Techniques for Power Flow Analysis.
SSCI
Guido Parodi, Luca Oneto, Giulio Ferro, Stefano Zampini, Michela Robba, Davide Anguita, Andrea Coraddu
2022 J jnl
Optimizing Fuel Consumption in Thrust Allocation for Marine Dynamic Positioning Systems.
IEEE Trans Autom. Sci. Eng.
Miltiadis Kalikatzarakis, Andrea Coraddu, Luca Oneto, Davide Anguita
2022 J jnl
Vibration Edge Computing in Maritime IoT.
ACM Trans. Internet Things
Anna Lito Michala, Ioannis Vourganas, Andrea Coraddu
2021 J jnl
Marine dual fuel engines monitoring in the wild through weakly supervised data analytics.
Eng. Appl. Artif. Intell.
Andrea Coraddu, Luca Oneto, Davide Ilardi, Sokratis Stoumpos, Gerasimos Theotokatos
2020 B conf
Deep Learning for Cavitating Marine Propeller Noise Prediction at Design Stage.
IJCNN
Luca Oneto, Francesca Cipollini, Leonardo Miglianti, Giorgio Tani, Stefano Gaggero, Michele Viviani, Andrea Coraddu
2018 J jnl
Condition-based maintenance of naval propulsion systems: Data analysis with minimal feedback.
Reliab. Eng. Syst. Saf.
Francesca Cipollini, Luca Oneto, Andrea Coraddu, Alan John Murphy, Davide Anguita
2018 — conf
Unintrusive Monitoring of Induction Motors Bearings via Deep Learning on Stator Currents.
INNS Conference on Big Data
Francesca Cipollini, Luca Oneto, Andrea Coraddu, Stefano Savio, Davide Anguita
2017 — conf
Marine Safety and Data Analytics: Vessel Crash Stop Maneuvering Performance Prediction.
ICANN (2)
Luca Oneto, Andrea Coraddu, Paolo Sanetti, Olena Karpenko, Francesca Cipollini, Toine Cleophas, Davide Anguita
2016 — conf
Vessel monitoring and design in industry 4.0: A data driven perspective.
RTSI
Luca Oneto, Davide Anguita, Andrea Coraddu, Toine Cleophas, Katerina Xepapa