World's Best Scientists 2026 revealed!
Eleni Chatzi

Eleni Chatzi

D-Index & Metrics

Engineering and Technology

D-Index
51
Citations
9820
World Ranking
3866
National Ranking
55

Overview

Eleni Chatzi is affiliated with ETH Zurich in Switzerland and specializes in engineering, with a significant focus on civil and structural engineering. Their research encompasses various subfields including mechanical engineering, control and systems engineering, artificial intelligence, and statistical and nonlinear physics.

The scientist's work centers on topics such as structural health monitoring techniques, model reduction and neural networks, infrastructure maintenance and monitoring, probabilistic and robust engineering design, railway engineering and dynamics, machine fault diagnosis techniques, and hydraulic and pneumatic systems.

Recent notable papers by Eleni Chatzi include:

  • Digital technologies can enhance climate resilience of critical infrastructure (2021), published in Climate Risk Management
  • Structural identification with physics-informed neural ordinary differential equations (2021), published in Journal of Sound and Vibration
  • Value of information from vibration-based structural health monitoring extracted via Bayesian model updating (2021), published in Mechanical Systems and Signal Processing
  • Gaussian process models for mitigation of operational variability in the structural health monitoring of wind turbines (2020), published in Mechanical Systems and Signal Processing
  • A framework for quantifying the value of vibration-based structural health monitoring (2022), published in Mechanical Systems and Signal Processing

Frequent co-authors include:

  • Vasilis Dertimanis
  • Konstantinos Tatsis
  • Imad Abdallah
  • Gregory Duthé
  • Yves Reuland

Publication venues regularly featuring this scientist's work include:

  • arXiv (Cornell University)
  • Mechanical Systems and Signal Processing
  • Zenodo (CERN European Organization for Nuclear Research)
  • Repository for Publications and Research Data (ETH Zurich)
  • SSRN Electronic Journal

In addition to journal papers, Eleni Chatzi has contributed to book publications, notably with the International Federation for Structural Concrete. The contribution includes the 2023 title fib Bulletin 109. Existing concrete structures life management, testing and structural health monitoring.

Best Publications

  • The unscented Kalman filter and particle filter methods for nonlinear structural system identification with non-collocated heterogeneous sensing†

    Eleni N. Chatzi;Andrew W. Smyth

  • A dual Kalman filter approach for state estimation via output-only acceleration measurements

    Saeed Eftekhar Azam;Eleni Chatzi;Costas Papadimitriou

  • Recent progress and future trends on damage identification methods for bridge structures

    Yonghui An;Eleni Chatzi;Sung-Han Sim;Simon Laflamme

  • Structural identification with physics-informed neural ordinary differential equations

    Zhilu Lai;Charilaos Mylonas;Satish Nagarajaiah;Eleni Chatzi

  • Experimental application of on-line parametric identification for nonlinear hysteretic systems with model uncertainty

    Eleni N. Chatzi;Andrew W. Smyth;Sami F. Masri

  • Experimental validation of the Kalman-type filters for online and real-time state and input estimation:

    Saeed Eftekhar Azam;Eleni Chatzi;Costas Papadimitriou;Andrew Smyth

  • A framework for quantifying the value of vibration-based structural health monitoring

    Unknown

  • Experimental application and enhancement of the XFEM-GA algorithm for the detection of flaws in structures

    Eleni N. Chatzi;Badri Hiriyur;Haim Waisman;Andrew W. Smyth

  • Detection and quantification of flaws in structures by the extended finite element method and genetic algorithms

    Haim Waisman;Eleni Chatzi;Andrew W. Smyth

  • On the observability and identifiability of nonlinear structural and mechanical systems

    Manolis N. Chatzis;Eleni N. Chatzi;Andrew W. Smyth

  • Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data

    I. Abdallah;V. Dertimanis;H. Mylonas;K. Tatsis

  • Value of information from vibration-based structural health monitoring extracted via Bayesian model updating

    Antonios Kamariotis;Eleni Chatzi;Daniel Straub

  • Vibration-based experimental damage detection of a small-scale wind turbine blade

    Yaowen Ou;Eleni N Chatzi;Vasilis K Dertimanis;Minas D Spiridonakos

  • Input-state-parameter estimation of structural systems from limited output information

    V.K. Dertimanis;E.N. Chatzi;S. Eftekhar Azam;S. Eftekhar Azam;C. Papadimitriou

  • Polynomial chaos expansion models for the monitoring of structures under operational variability

    Minas D. Spiridonakos;Eleni N. Chatzi;Bruno Sudret

  • Metamodeling of dynamic nonlinear structural systems through polynomial chaos NARX models

    M.D. Spiridonakos;E.N. Chatzi

  • Model updating of a historic concrete bridge by sensitivity- and global optimization-based Latin Hypercube Sampling

    Rosalba Ferrari;Diego Froio;Egidio Rizzi;Carmelo Gentile

  • Particle filter scheme with mutation for the estimation of time-invariant parameters in structural health monitoring applications

    Eleni N. Chatzi;Andrew W. Smyth

  • A graded metamaterial for broadband and high-capability piezoelectric energy harvesting

    Unknown

  • Gaussian process models for mitigation of operational variability in the structural health monitoring of wind turbines

    Luis David Avendaño-Valencia;Eleni N. Chatzi;Dmitri Tcherniak

  • Feasibility Analysis on the Attenuation of Strong Ground Motions Using Finite Periodic Lattices of Mass-in-Mass Barriers

    Vasilis K. Dertimanis;Ioannis A. Antoniadis;Eleni N. Chatzi

  • A well-conditioned and optimally convergent XFEM for 3D linear elastic fracture

    Konstantinos Agathos;Eleni Chatzi;Stephane Pierre Alain Bordas;Demosthenes Talaslidis

  • An experimental validation of time domain system identification methods with fusion of heterogeneous data

    M.N. Chatzis;E.N. Chatzi;A.W. Smyth

  • Stable 3D extended finite elements with higher order enrichment for accurate non planar fracture

    Konstantinos Agathos;Eleni Chatzi;Stephane Pierre Alain Bordas

  • Parameter identification of rockfall protection barrier components through an inverse formulation

    J.P. Escallón;C. Wendeler;E. Chatzi;P. Bartelt

Frequent Co-Authors

Stéphane Bordas
Stéphane Bordas University of Luxembourg
Costas Papadimitriou
Costas Papadimitriou University Of Thessaly
Andrew W. Smyth
Andrew W. Smyth Columbia University
Eugen Brühwiler
Eugen Brühwiler École Polytechnique Fédérale de Lausanne
Nikolaos Dervilis
Nikolaos Dervilis University of Sheffield
Alessandro Marzani
Alessandro Marzani University of Bologna
Keith Worden
Keith Worden University of Sheffield
Daniel Straub
Daniel Straub Technical University of Munich
Chiara Daraio
Chiara Daraio California Institute of Technology

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Exploring Engineering and Technology in the USA opens doors to a range of complementary online degrees that support various career goals. For students interested in property markets or building management systems, enrolling in a cheap online real estate school offers affordable entry into the real estate sector with flexible study options.

Tech-savvy learners might consider a ui/ux design bachelor's degree online to develop user-centered product design skills, increasingly valued in both traditional engineering and software roles.

If you’re interested in leading teams or handling complex projects, it’s important to weigh is a bachelor degree in project management worth it. Project management expertise pairs well with technical backgrounds for broader industry impact.

Finally, those fascinated by new technologies might pursue a degree in cryptocurrency, addressing the growing demand for specialists in blockchain, fintech, and secure transaction systems.

By combining engineering and related online degrees, students can customize their education and unlock diverse, future-ready career pathways.

Best Scientists Citing Eleni Chatzi

Trending Scientists