Simone Monaco

ERC sectors

SDG

• Collegio di Ingegneria Gestionale e della Produzione. Componente invitato
• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato

Master of Science

• Data Science e Tecnologie per le Basi di Dati. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data Science e Tecnologie per le Basi di Dati. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data management and visualization. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Business intelligence per big data. A.A. 2025/26, INGEGNERIA MATEMATICA. Collaboratore del corso
• Business intelligence per big data. A.A. 2024/25, INGEGNERIA GESTIONALE. Collaboratore del corso
• Distributed architectures for big data processing and analytics. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Data management and visualization. A.A. 2024/25, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Challenge@PoliTo by Students PoliTO - Living with natural risks. A.A. 2023/24, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
• Big data: architectures and data analytics. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data management and visualization. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Challenge@PoliTo by Firms - Enertech. A.A. 2022/23, INGEGNERIA GESTIONALE (ENGINEERING AND MANAGEMENT). Collaboratore del corso
• Big data: architectures and data analytics. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
• Data management and visualization. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
• Data management and visualization. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Bachelor of Science

• Introduction to databases. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

• DBDM - Database and Data Mining Group (DAUIN)

Projects funded by competitive calls

• SchedulAI - Supporto e ottimizzazione data driven della schedulazione AMIAT, (2025-2026) - Responsabile di progetto (VR, Delegato,...)
  Corporate-funded and donor-funded research

• Marco De Luca. Programme in Ingegneria Informatica E Dei Sistemi (41^st cycle, 2025-in progress)
  Research subject: Graph neural networks, Reinforcement learning, Agentic AI, Knowledge-informed machine learning
  
  Data science, Computer vision and AI
  Data science, Computer vision and AI
  Data science, Computer vision and AI

• Vazirov, Etibar; Monaco, Simone; Apiletti, Daniele (2025)
  Prediction of coffee consumption using Graph Neural Networks and Explainable AI. In: 19th IEEE International Conference on Application of Information and Communication Technologies (AICT), Al-Ain (UAE), 29-31 October 2025. ISBN: 979-8-3315-9342-1
  Contributo in Atti di Convegno (Proceeding)
• Celia, Matteo; Monaco, Simone; Apiletti, Daniele (2025)
  A Comparative Study of Neural Ordinary Differential Equations and Neural Operators for Modeling Temporal Dynamics. In: NEURAL COMPUTING & APPLICATIONS, vol. 37, pp. 25319-25338. ISSN 1433-3058
  Contributo su Rivista
• Monaco, Simone; Monaco, Luca; Apiletti, Daniele; Cremonini, Roberto; Barbero, Secondo (2025)
  Uncertainty-aware methods for enhancing rainfall prediction with deep-learning based post-processing segmentation. In: COMPUTERS & GEOSCIENCES, vol. 205. ISSN 0098-3004
  Contributo su Rivista
• Monaco, Simone (2025)
  Theory-guided Data Science models. relatore: APILETTI, DANIELE; , 37. XXXVII Ciclo, P.: 125
  Doctoral Thesis
• Monaco, Simone; Apiletti, Daniele; Francica, Andrea; Cerquitelli, Tania (2025)
  Quantify production planning efficiency through predictive modeling in manufacturing systems. In: COMPUTERS & INDUSTRIAL ENGINEERING, vol. 201. ISSN 0360-8352
  Contributo su Rivista