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K

Konstantinos Tatsis

eth zürich

15H-index
83Paper Count
760Citation Count
Published Papers 17
Publication Date
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Enhancing Physics-Informed Neural Networks with domain-aware Fourier features: Towards improved performance and interpretable results
errCOMPUTERS & STRUCTURES
IF4.8
err2026-06-08
err0
errOAAI
errAlberto Miño Calero; Luis Salamanca; Konstantinos E. Tatsis
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A projection basis adaptation scheme for the update of reduced order models using vibration measurements
errMechanical Systems and Signal Processing
IF8.9
err2025-12-31
err0
errOAAI
errJake Hollins; Tinkle Chugh; Evangelos Papatheou; Keith Worden; Konstantinos Tatsis; Konstantinos Agathos
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AIXD: AI-eXtended Design Toolbox for data-driven and inverse design
errComputer-Aided Design
IF3.1
err2025-08-28
err0
errOAAI
errAlessandro Maissen; Aleksandra Anna Apolinarska; Sophia V. Kuhn; Luis Salamanca; Michael A. Kraus; Konstantinos Tatsis; Gonzalo Casas; Rafael Bischof; Romana Rust; Walter Kaufmann; Fernando Pérez-Cruz; Matthias Kohler
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Unscented Kalman Filter-Based Fusion of GNSS, Accelerometer, and Rotation Sensors for Motion Tracking
errJOURNAL OF STRUCTURAL ENGINEERING
IF3.9
err2024-07-01
err3
PREAI
errRossi, Yara; Tatsis, Konstantinos; Hohensinn, Roland; Clinton, John; Chatzi, Eleni; Rothacher, Markus
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A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2024-02-01
err6
errOAAI
errKamariotis, Antonios; Tatsis, Konstantinos; Chatzi, Eleni; Goebel, Kai; Straub, Daniel
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Short-term damping estimation for time-varying vibrating structures in nonstationary operating conditions
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-12-01
err2
errOAAI
errEbbehoj, Kristian Ladefoged; Tatsis, Konstantinos; Couturier, Philippe; Thomsen, Jon Juel; Chatzi, Eleni
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Low-rank approximation of Hankel matrices in denoising applications for statistical damage diagnosis of wind turbine blades
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-08-01
err3
errOAAI
errGres, Szymon; Tatsis, Konstantinos E.; Dertimanis, Vasilis; Chatzi, Eleni
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A hierarchical output-only Bayesian approach for online vibration-based crack detection using parametric reduced-order models
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-03-01
err21
errOAAI
errTatsis, K. E.; Agathos, K.; Chatzi, E. N.; Dertimanis, V. K.
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errSave
Parametric reduced order models for output-only vibration-based crack detection in shell structures
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-01-01
err15
errOAAI
errAgathos, Konstantinos; Tatsis, Konstantinos E.; Vlachas, Konstantinos; Chatzi, Eleni
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Strain predictions at unmeasured locations of a substructure using sparse response-only vibration measurements
errJOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
IF4.3
err2021-06-24
err19
PREAI
errTchemodanova, Sofia Puerto; Sanayei, Masoud; Moaveni, Babak; Tatsis, Konstantinos; Chatzi, Eleni
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A local basis approximation approach for nonlinear parametric model order reduction
errJOURNAL OF SOUND AND VIBRATION
IF4.9
err2021-06-01
err20
errOAAI
errVlachas, Konstantinos; Tatsis, Konstantinos; Agathos, Konstantinos; Brink, Adam R.; Chatzi, Eleni
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State Estimation for Prediction of Fatigue Life for a Rollercoaster Connection Subjected to Operational Multiaxial Nonproportional Loading
errJOURNAL OF STRUCTURAL ENGINEERING
IF3.9
err2021-05-01
err4
PREAI
errTchemodanova, Sofia Puerto; Tatsis, Konstantinos; Sanayei, Masoud; Chatzi, Eleni; Dertimanis, Vasilis
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Crack detection in Mindlin-Reissner plates under dynamic loads based on fusion of data and models
errCOMPUTERS & STRUCTURES
IF4.8
err2021-04-01
err12
PREAI
errAgathos, Konstantinos; Tatsis, Konstantinos; Nicoli, Sergio; Bordas, Stephane P. A.; Chatzi, Eleni
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A general substructure-based framework for input-state estimation using limited output measurements
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2021-03-01
err28
errOAAI
errTatsis, K. E.; Dertimanis, V. K.; Papadimitriou, C.; Lourens, E.; Chatzi, E. N.
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Kalman Filter-Based Fusion of Collocated Acceleration, GNSS and Rotation Data for 6C Motion Tracking
errSENSORS
IF3.5
err2021-02-23
err8
errOAAI
errRossi, Yara; Tatsis, Konstantinos; Awadaljeed, Mudathir; Arbogast, Konstantin; Chatzi, Eleni; Rothacher, Markus; Clinton, John
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GP-ARX-Based Structural Damage Detection and Localization under Varying Environmental Conditions
errJOURNAL OF SENSOR AND ACTUATOR NETWORKS
IF4.2
err2020-09-08
err9
errOAAI
errTatsis, Konstantinos; Dertimanis, Vasilis; Ou, Yaowen; Chatzi, Eleni
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Unsupervised local cluster-weighted bootstrap aggregating the output from multiple stochastic simulators
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2020-07-01
err10
errOAAI
errAbdallah, Imad; Tatsis, Konstantinos; Chatzi, Eleni
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
S
Stéphane Bordas
H-index: 78 · Papers: 710
K
Keith Worden
H-index: 75 · Papers: 832
K
Kai Goebel
H-index: 58 · Papers: 453
J
John Clinton
H-index: 51 · Papers: 439
E
Eleni Chatzi
H-index: 51 · Papers: 657
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