Eleni Chatzi
Scholar

Eleni Chatzi

Google Scholar ID: 2n9Mwt8AAAAJ
Chair of Structural Mechanics & Monitoring, ETH Zurich
Structural Health MonitoringHybrid ModelingNonlinear DynamicsData-driven Diagnosis & Prognosis
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Citations & Impact
All-time
Citations
9,692
 
H-index
52
 
i10-index
201
 
Publications
20
 
Co-authors
95
list available
Contact
No contact links provided.
Publications
16 items
Multimodal Learning for Arcing Detection in Pantograph-Catenary Systems
2026
Cited
0
A Mechanistic Analysis of Transformers for Dynamical Systems
2025
Cited
0
Causal Convolutional Neural Networks as Finite Impulse Response Filters
2025
Cited
0
Addressing data scarcity in structural health monitoring through generative augmentation
2025
Cited
0
On the Rate of Convergence of Kolmogorov-Arnold Network Regression Estimators
2025
Cited
0
Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later
2025
Cited
0
Adapting Vision-Language Models Without Labels: A Comprehensive Survey
2025
Cited
0
Beyond Static Models: Hypernetworks for Adaptive and Generalizable Forecasting in Complex Parametric Dynamical Systems
2025
Cited
0
Resume (English only)
Co-authors
95 total
Co-author 1
Co-author 1
Konstantinos E. Tatsis
Konstantinos E. Tatsis
ETH Zurich
Konstantinos Agathos
Konstantinos Agathos
University of Exeter
Co-author 4
Co-author 4
Andrew Smyth
Andrew Smyth
Professor of Civil Engineering and Engineering Mechanics, Columbia University
Andrea Colombi
Andrea Colombi
Research fellow ETH Zurich
Daniel Straub
Daniel Straub
TU München, Engineering Risk Analysis Group
Co-author 8
Co-author 8