Shared Slides. Day 1
Principles of Predictive Maintenance on Aircraft
Vincent Cheriere
Airbus
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Strategic Growth and Value Creation: Excellence Through Benchmarking and Exchange Beyond Company’s Boarders in MedTech
Ralph Fasler
Ypsomed AG
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Intelligence In Maintenance—For Whom, Doing What?
Henrik Gothberg and Mikael Klingvall
DAIRDUX
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eXplainable Artificial Intelligence (XAI) in Industrial Diagnostic: Interpretable Unsupervised Anomaly Detection
Gian Antonio Susto
Università degli Studi di Padova
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Crafting the Unseen: Generating Anomalies Solely from Descriptions
Han Sun
IMOS, EPFL
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Condition Monitoring on High-voltage Circuit Breaker with Unsupervised Clustering and Explainable Artificial Intelligence Methods
Felipe Tadeu Barata de Macedo and Chi-Ching Hsu
Hitachi Energy, ETH Zürich
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Industrializing the Automated Condition Monitoring and Predictive Maintenance of Pantograph Collector Strips
Urs Gehrig
SBB
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Predictive Analysis of Railway Asset Regeneration
Dr. Amira Youssef
Head of Data Science Teams, SNCF
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Luminary Talk: Design Mindsets, Rationality, and Meaningful Human Work
Gudela Grote
ETH Zürich
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Shared Slides. Day 2
Asset Management in the Digital Age
Prof. Ajith Parlikad
Unversity of Cambridge
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A Novel Physics-informed Neural Networks Approach for Efficient Multimodal Mapping and Inversion of Vibrations
Saeid Hedayatrasa
Flanders Make
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Modeling Multi-Body Dynamical System: Graph Neural Networks with Physics-Informed Inductive Biases
Vinay Sharma
IMOS EPFL
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Graph Machine Learning for Short-term PV Forecasting
Dr. Rafael Carrillo
CSEM
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Predictive Maintenance for Heavy Duty Vehicles
Sepideh Pashami
Halmstad University
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Responsible AI Development and Legal Compliance: Navigating the New Landscape of AI Regulation
Rialda Spahic
Equinor
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