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
39 items
Picid: A Modular Evaluation Infrastructure for Reproducible PHM Across Tasks and Domains
2026
Cited
0
From paper to benchmark: agentic, framework-based reproduction of under-specified methods in machine health intelligence
2026
Cited
0
WaveGraphNet: Physics-Consistent Guided-Wave Damage Localization through Coupled Inverse-Forward Graph Learning
2026
Cited
0
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
2026
Cited
0
Complex Equation Learner: Rational Symbolic Regression with Gradient Descent in Complex Domain
2026
Cited
0
Virtual Smart Metering in District Heating Networks via Heterogeneous Spatial-Temporal Graph Neural Networks
2026
Cited
0
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
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