Scholar
Olga Fink
Google Scholar ID: eAcIoUgAAAAJ
Laboratory of Intelligent Maintenance and Operations Systems, EPFL
Physics-Informed Machine Learning
Fault Detection & Diagnosis
Prognosis
Deep Learning
Artificial 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
Publications
54 items
Batch Before You Lift: Scalable Topological Deep Learning on Large Graphs
2026
Cited
0
Graph-Spectral Flow Matching for Multivariate Time Series Anomaly Detection
2026
Cited
0
Learning coarse-step dynamics and internal mechanical response with graph networks
2026
Cited
0
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
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Co-authors
14 total
Qin Wang
ETH Zurich
Gaëtan Frusque
EPFL Lausanne
Enrico Zio
Professor Mines Paris/PSL and Politecnico di. Milano
Kai Goebel
Fragum Global
Dengxin Dai
Director of Research, Huawei Zurich Research Center
Ismail Nejjar
Post-doc researcher, EPFL
Yuan Tian
ETH Zurich
Luc Van Gool
professor computer vision INSAIT Sofia University, em. KU Leuven, em. ETHZ, Toyota Lab TRACE
