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E

Eleni Chatzi

eth zurich

51H-index
661Paper Count
9.6KCitation Count
Published Papers 149
Publication Date
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Automating traffic monitoring with SHM sensor networks via vision-supervised deep learning
errMeasurement
IF5.6
err2026-10-13
err0
PREAI
errHanshuo Wu; Xudong Jian; Christos Lataniotis; Cyprien Hoelzl; Eleni Chatzi; Yves Reuland
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errSave
A Mechanistic Analysis of Transformers for Dynamical Systems
errJournal of Computational Physics
IF3.8
err2026-09-29
err0
errOAAI
errGregory Duthé; Nikolaos Evangelou; Wei Liu; Ioannis G. Kevrekidis; Eleni Chatzi
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errSave
Multimodal learning for arcing detection in pantograph-catenary systems
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-09-09
err0
errOAAI
errHao Dong; Eleni Chatzi; Olga Fink
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errSave
A two-tier SHM framework for nonlinear identification of friction pendulum isolators in base-isolated buildings
errEngineering Structures
IF6.4
err2026-08-27
err0
errOAAI
errLivia Fabbretti; Eleni Chatzi; Filippo Ubertini; Marco Breccolotti
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errSave
Utility-driven adaptive model selection for digital twinning
errMechanical Systems and Signal Processing
IF8.9
err2026-07-01
err0
PREAI
errVlachas, Konstantinos; Kamariotis, Antonios; Chatzi, Eleni
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errSave
Nonparametric and deep learning methods for long-term monitoring of Strain Influence Lines under environmental and damage effects
errEngineering Structures
IF6.4
err2026-06-01
err0
PREAI
errAnastasopoulos, Dimitrios; Jian, Xudong; Chatzi, Eleni N.; Reynders, Edwin P. B.
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Higher-order transmissibility and its linear approximation for in-service crack identification in train wheelset axles
errMechanical Systems and Signal Processing
IF8.9
err2026-03-07
err0
errOAAI
errEhsan Naghizadeh; Eleni Chatzi; Paolo Tiso
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errSave
Model updating of structures by combining reduced order modelling and deep reinforcement learning
errMechanical Systems and Signal Processing
IF8.9
err2026-02-11
err0
PREAI
errGianluca Bruno; Fabio Parisi; Sergio Ruggieri; Eleni Chatzi; Giuseppina Uva
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Quantifying the Value of Seismic Structural Health Monitoring for post-earthquake recovery of electric power system in terms of resilience enhancement
errReliability Engineering & System Safety
IF11
err2026-01-31
err0
errOAAI
errHuangbin Liang; Beatriz Moya; Francisco Chinesta; Eleni Chatzi
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errSave
A comprehensive review of indirect bridge health monitoring
errMechanical Systems and Signal Processing
IF8.9
err2026-01-29
err0
errOAAI
errZhenkun Li; Weiwei Lin; Chul-Woo Kim; Maria Pina Limongelli; Eleni Chatzi
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errSave
Direct Mandrel prestraining method for shape memory couplers: Insight into mechanics of prestraining and implications on SME
errENGINEERING STRUCTURES
IF6.4
err2026-01-21
err0
errOAAI
errJafarabadi, Ali; Heydarinouri, Hossein; Mohri, Maryam; Ghafoori, Elyas; Chatzi, Eleni; Leinenbach, Christian; Motavalli, Masoud; Czaderski, Christoph
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Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-01-12
err0
PREAI
errHao Dong; Moru Liu; Kaiyang Zhou; Eleni Chatzi; Juho Kannala; Cyrill Stachniss; Olga Fink
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errSave
Guided generation of strut-and-tie models for reinforced concrete structures with parametric graph grammatical evolution
errAdvanced Engineering Informatics
IF9.9
err2026-01-06
err0
errOAAI
errKarin Yu; Eleni Chatzi; Walter Kaufmann; Michael A. Kraus
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errSave
Robotic mobile sensing for robust modal identification across a population of bridges: Uncertainty analysis, algorithm development, hardware realization, and field validation
errMechanical Systems and Signal Processing
IF8.9
err2025-12-27
err0
errOAAI
errXudong Jian; Kiran Bacsa; Matej Varga; Yuguang Fu; Eleni Chatzi
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errSave
Spatial and temporal characterization of living mycelium through dispersion analysis
errSmart Materials and Structures
IF3.8
err2025-12-12
err0
errOAAI
errBao Zhao; Sophia Ganzeboom; Marcus Haywood-Alexander; Eleni Chatzi; Vasilis Dertimanis
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errSave
EMetaNode: Electromechanical Friction-Induced Metamaterial Node for Broadband Vibration Attenuation and Self-powered Sensing
errJournal of Sound and Vibration
IF4.9
err2025-12-11
err0
PREAI
errBao Zhao; Lorenzo Di Manici; Raffaele Ardito; Eleni Chatzi; Andrea Colombi; Songye Zhu
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errSave
Deep belief Markov models for POMDP inference
errNeural Networks
IF6.3
err2025-12-05
err0
errOAAI
errGiacomo Arcieri; Konstantinos G. Papakonstantinou; Daniel Straub; Eleni Chatzi
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errSave
A Comparison of Deterministic and Bayesian Model Updating Frameworks for Identifying Offshore Wind Turbine Foundation Parameters
errJournal of Sound and Vibration
IF4.9
err2025-11-30
err0
errOAAI
errHarry A. Simpson; Eleni N. Chatzi; Manolis N. Chatzis
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errSave
A Multi-Model Probabilistic Framework for Seismic Risk Assessment and Retrofit Planning of Electric Power Networks
errReliability Engineering & System Safety
IF11
err2025-11-20
err0
errOAAI
errHuangbin Liang; Beatriz Moya; Francisco Chinesta; Eleni Chatzi
errShare
errSave
Modal decomposition and identification for a population of structures using physics-informed graph neural networks and transformers
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-11-01
err0
errOAAI
errJian, Xudong; Bacsa, Kiran; Duthe, Gregory; Chatzi, Eleni
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Research Directions

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Co-authors
Cooperation Journals
J
Jack Dongarra
H-index: 112 · Papers: 2.1K
L
Leroy Gardner
H-index: 95 · Papers: 602
D
Dan M. Frangopol
H-index: 89 · Papers: 1.1K
D
Domenico Giardini
H-index: 88 · Papers: 782
C
Charles Henderson
H-index: 79 · Papers: 695
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