Publications by Olga Fink | EPFL Graph Search

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Olga Fink

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Complex-Valued-Autoencoder for Structural Health Monitoring with Frequency Modulated Continuous Wave Radar

Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions

A comprehensive review of digital twin-part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives

Incentive Mechanism in the Sponsored Content Market With Network Effects

Domain knowledge-informed synthetic fault sample generation with health data map for cross-domain planetary gearbox fault diagnosis

Multi-agent actor-critic with time dynamical opponent model

Segmenting Without Annotating: Crack Segmentation and Monitoring via Post-Hoc Classifier Explanations

Generating Controlled Physics-Informed Time-to-failure Trajectories for Prognostics in Unseen Operational Conditions

Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis

Learning Dynamics of Spring-Mass Models with Physics-Informed Graph Neural Networks