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
21 items
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
2026
Cited
0
Towards Interpretable Damage Detection based on Aerodynamic Pressure Measurements
2026
Cited
0
PiGGO: Physics-Guided Learnable Graph Kalman Filters for Virtual Sensing of Nonlinear Dynamic Structures under Uncertainty
2026
Cited
0
Disentangling Damage from Operational Variability: A Label-Free Self-Supervised Representation Learning Framework for Output-Only Structural Damage Identification
2026
Cited
0
Neuro-Symbolic ODE Discovery with Latent Grammar Flow
2026
Cited
0
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
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
Costas Papadimitriou
Costas Papadimitriou
University of Thessaly
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