Concepedia

Giacomo Arcieri

GA

Statistics

Publications

4

Citations

81

H-Index

4

Active since

2023

Affiliations

ETH Zurich(Current)

Swiss Federal Railways

Pennsylvania State University

Technical University of Munich

Giacomo Arcieri is an author at ETH Zurich specializing in engineering, systems engineering, and uncertainty quantification.

Top concepts

EngineeringSystems EngineeringUncertainty QuantificationData SciencePredictive MaintenanceReliability EngineeringStructural Health MonitoringDiagnosisLogisticsManagement

Publications per year

2023–2025

4

Publications

4

Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems

Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery et al. · Reliability Engineering & System Safety · 2023 · 36 citations · Full text

Bayesian Decision Theory, Engineering, Robust Maintenance +26

POMDP inference and robust solution via deep reinforcement learning: an application to railway optimal maintenance

Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery et al. · Machine Learning · 2024 · 19 citations · Full text

Artificial Intelligence, Railway Traffic, Engineering +20

Fusing Expert Knowledge with Monitoring Data for Condition Assessment of Railway Welds

Cyprien Hoelzl, Giacomo Arcieri, Lucian Ancu et al. · Sensors · 2023 · 15 citations · Full text

Engineering, Industrial Engineering, Verification +23

Response estimation and system identification of dynamical systems via physics-informed neural networks

Marcus Haywood-Alexander, Giacomo Arcieri, Antonios Kamariotis et al. · Advanced Modeling and Simulation in Engineering Sciences · 2025 · 11 citations · Full text

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