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
33 items
SEAR: Simple and Efficient Adaptation of Visual Geometric Transformers for RGB+Thermal 3D Reconstruction
2026
Cited
0
Adaptive Confidence Regularization for Multimodal Failure Detection
2026
Cited
0
Multimodal Learning for Arcing Detection in Pantograph-Catenary Systems
2026
Cited
0
Time-Vertex Machine Learning for Optimal Sensor Placement in Temporal Graph Signals: Applications in Structural Health Monitoring
2025
Cited
0
When, How Long and How Much? Interpretable Neural Networks for Time Series Regression by Learning to Mask and Aggregate
2025
Cited
0
RINS-T: Robust Implicit Neural Solvers for Time Series Linear Inverse Problems
2025
Cited
0
From Physics to Machine Learning and Back: Part II - Learning and Observational Bias in PHM
2025
Cited
0
Disentangling Slow and Fast Temporal Dynamics in Degradation Inference with Hierarchical Differential Models
2025
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