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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