Olga Fink
Scholar

Olga Fink

Google Scholar ID: eAcIoUgAAAAJ
Laboratory of Intelligent Maintenance and Operations Systems, EPFL
Physics-Informed Machine LearningFault Detection & DiagnosisPrognosisDeep LearningArtificial Intelligence
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Citations & Impact
All-time
Citations
6,317
 
H-index
37
 
i10-index
81
 
Publications
20
 
Co-authors
121
list available
Contact
No contact links provided.
Publications
51 items
GSLAD: Prototype-Regularized Graph Structure Learning for Multivariate Time Series Anomaly Detection
2026
Cited
0
Robust Fault Detection in Mechanical Multimodal Time Series via Self-Supervised Cross-Modal Reconstruction
2026
Cited
0
Spline-Based Boundary Representations for Sparse View Reconstruction and Simulation Using Isogeometric Analysis
2026
Cited
0
Agentic Root Cause Analysis through Evidence-Grounded Reasoning
2026
Cited
0
Neural Kolmogorov Equations: Parallelizable Learning of Stochastic Dynamics under General Noise
2026
Cited
0
Beyond Thermal Imaging: Inferring Thermophysical Properties from Time-Resolved Thermal Observations
2026
Cited
0
Relational and Sequential Conformal Inference for Energy Time Series over Graphs via Foundation Models
2026
Cited
0
Rethinking Object-Centric Representations for Video Dynamics Modeling
2026
Cited
0
Resume (English only)
Co-authors
121 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Qin Wang
Qin Wang
ETH Zurich
Gaëtan Frusque
Gaëtan Frusque
EPFL Lausanne
Co-author 5
Co-author 5
Enrico Zio
Enrico Zio
Professor Mines Paris/PSL and Politecnico di. Milano
Co-author 7
Co-author 7
Kai Goebel
Kai Goebel
Fragum Global