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ORCIDEleni N. Chatzi
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2020 – today
- 2024
[j16]Antonios Kamariotis, Konstantinos Tatsis, Eleni N. Chatzi
, Kai Goebel, Daniel Straub:
A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance. Reliab. Eng. Syst. Saf. 242: 109723 (2024)- [i34]Antonios Kamariotis, Eleni N. Chatzi, Daniel Straub, Nikolaos Dervilis, Kai Goebel, Aidan J. Hughes, Geert Lombaert, Costas Papadimitriou, Konstantinos G. Papakonstantinou, Matteo Pozzi, Michael Todd, Keith Worden:
Monitoring-Supported Value Generation for Managing Structures and Infrastructure Systems. CoRR abs/2402.00021 (2024) - [i33]Hao Dong, Yue Zhao, Eleni N. Chatzi, Olga Fink:
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities. CoRR abs/2405.17419 (2024) - [i32]Hao Dong, Eleni N. Chatzi, Olga Fink:
Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision. CoRR abs/2407.01518 (2024) - [i31]Xudong Jian, Yutong Xia, Gregory Duthé, Kiran Bacsa, Wei Liu, Eleni N. Chatzi:
Using Graph Neural Networks and Frequency Domain Data for Automated Operational Modal Analysis of Populations of Structures. CoRR abs/2407.06492 (2024) - [i30]Konstantinos Vlachas, Thomas Simpson, Anthony Garland, D. Dane Quinn, Charbel Farhat, Eleni N. Chatzi:
A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems. CoRR abs/2407.17139 (2024) - 2023
- [j15]Tommaso Polonelli, Julien Deparday, Imad Abdallah, Sarah Barber, Eleni N. Chatzi, Michele Magno:
Instrumentation and Measurement Systems: Aerosense: A Wireless, Non-Intrusive, Flexible, and MEMS-Based Aerodynamic and Acoustic Measurement System for Operating Wind Turbines. IEEE Instrum. Meas. Mag. 26(4): 12-18 (2023) - [j14]Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi:
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems. Reliab. Eng. Syst. Saf. 239: 109496 (2023) - [j13]Cyprien Hoelzl, Giacomo Arcieri, Lucian Ancu, Stanislaw Banaszak, Aurelia Kollros, Vasilis K. Dertimanis, Eleni N. Chatzi:
Fusing Expert Knowledge with Monitoring Data for Condition Assessment of Railway Welds. Sensors 23(5): 2672 (2023) - [j12]Shreyas Srivatsa, Paul Sieber, Céline Hofer, André Robert, Siddhesh Raorane, Marianna Marciszko-Wiackowska, Krzysztof Grabowski, M. M. Nayak, Eleni N. Chatzi, Tadeusz Uhl:
Dynamic Response Study of Piezoresistive Ti3C2-MXene Sensor for Structural Impacts. Sensors 23(20): 8463 (2023) - [c6]Hao Dong, Ismail Nejjar, Han Sun, Eleni N. Chatzi, Olga Fink:
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. NeurIPS 2023 - [i29]Gregory Duthé, Imad Abdallah, Sarah Barber, Eleni N. Chatzi:
Graph Neural Networks for Aerodynamic Flow Reconstruction from Sparse Sensing. CoRR abs/2301.03228 (2023) - [i28]Thomas Simpson, Konstantinos Vlachas, Anthony Garland, Nikolaos Dervilis, Eleni N. Chatzi:
VpROM: A novel Variational AutoEncoder-boosted Reduced Order Model for the treatment of parametric dependencies in nonlinear systems. CoRR abs/2304.12437 (2023) - [i27]Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi:
POMDP inference and robust solution via deep reinforcement learning: An application to railway optimal maintenance. CoRR abs/2307.08082 (2023) - [i26]Yuriy Marykovskiy, Thomas Clark, Justin Day, Marcus Wiens, Charles Henderson, Julian Quick, Imad Abdallah, Anna Maria Sempreviva, Jean-Paul Calbimonte, Eleni N. Chatzi, Sarah Barber:
Knowledge Engineering for Wind Energy. CoRR abs/2310.00804 (2023) - [i25]Hao Dong, Ismail Nejjar, Han Sun, Eleni N. Chatzi, Olga Fink:
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization. CoRR abs/2310.19795 (2023) - [i24]Marcus Haywood-Alexander, Wei Liu, Kiran Bacsa, Zhilu Lai, Eleni N. Chatzi:
Discussing the Spectra of Physics-Enhanced Machine Learning via a Survey on Structural Mechanics Applications. CoRR abs/2310.20425 (2023) - [i23]Hao Dong, Gaëtan Frusque, Yue Zhao, Eleni N. Chatzi, Olga Fink:
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation. CoRR abs/2311.11961 (2023) - 2022
- [j11]Federica Zonzini, Vasilis K. Dertimanis, Eleni N. Chatzi, Luca De Marchi:
System Identification at the Extreme Edge for Network Load Reduction in Vibration-Based Monitoring. IEEE Internet Things J. 9(20): 20467-20478 (2022) - [i22]Konstantinos Tatsis, Vasilis K. Dertimanis, Eleni N. Chatzi:
Sequential Bayesian Inference for Uncertain Nonlinear Dynamic Systems: A Tutorial. CoRR abs/2201.08180 (2022) - [i21]George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, David J. Wagg, Nikolaos Dervilis, Keith Worden:
On an application of graph neural networks in population based SHM. CoRR abs/2203.01646 (2022) - [i20]Thomas Simpson, Nikolaos Dervilis, Philippe Couturier, Nico Maljaars, Eleni N. Chatzi:
Nonlinear Reduced Order Modelling of Soil Structure Interaction Effects via LSTM and Autoencoder Neural Networks. CoRR abs/2203.01842 (2022) - [i19]Zhilu Lai, Wei Liu, Xudong Jian, Kiran Bacsa, Limin Sun, Eleni N. Chatzi:
Neural Modal ODEs: Integrating Physics-based Modeling with Neural ODEs for Modeling High Dimensional Monitored Structures. CoRR abs/2207.07883 (2022) - [i18]Cyprien Amadis Hoelzl, Vasilis K. Dertimanis, Lucian Ancu, Aurelia Kollros, Eleni N. Chatzi:
Vold-Kalman Filter Order tracking of Axle Box Accelerations for Railway Stiffness Assessment. CoRR abs/2209.12899 (2022) - [i17]Wei Liu, Zhilu Lai, Kiran Bacsa, Eleni N. Chatzi:
Neural Extended Kalman Filters for Learning and Predicting Dynamics of Structural Systems. CoRR abs/2210.04165 (2022) - [i16]Giacomo Arcieri, Cyprien Hoelzl, Oliver Schwery, Daniel Straub, Konstantinos G. Papakonstantinou, Eleni N. Chatzi:
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems. CoRR abs/2212.07933 (2022) - 2021
- [j10]Yara Rossi, Konstantinos Tatsis, Mudathir Awadaljeed, Konstantin Arbogast, Eleni N. Chatzi, Markus Rothacher, John Clinton:
Kalman Filter-Based Fusion of Collocated Acceleration, GNSS and Rotation Data for 6C Motion Tracking. Sensors 21(4): 1543 (2021) - [j9]Charilaos Mylonas, Eleni N. Chatzi:
Remaining Useful Life Estimation for Engineered Systems Operating under Uncertainty with Causal GraphNets. Sensors 21(19): 6325 (2021) - [i15]George Tsialiamanis, Charilaos Mylonas, Eleni N. Chatzi, Nikolaos Dervilis, David J. Wagg, Keith Worden:
Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces. CoRR abs/2103.03655 (2021) - [i14]Antonios Kamariotis, Eleni N. Chatzi, Daniel Straub:
Value of information from vibration-based structural health monitoring extracted via Bayesian model updating. CoRR abs/2103.07382 (2021) - [i13]Charilaos Mylonas, Imad Abdallah, Eleni N. Chatzi:
Relational VAE: A Continuous Latent Variable Model for Graph Structured Data. CoRR abs/2106.16049 (2021) - [i12]Sergio Nicoli, Konstantinos Agathos, Eleni N. Chatzi:
Moment fitted cut spectral elements for explicit analysis of guided wave propagation. CoRR abs/2108.04178 (2021) - [i11]Thomas Simpson, Nikolaos Dervilis, Eleni N. Chatzi:
Machine Learning Approach to Model Order Reduction of Nonlinear Systems via Autoencoder and LSTM Networks. CoRR abs/2109.11213 (2021) - [i10]Wei Liu, Zhilu Lai, Kiran Bacsa, Eleni N. Chatzi:
Physics-guided Deep Markov Models for Learning Nonlinear Dynamical Systems with Uncertainty. CoRR abs/2110.08607 (2021) - [i9]Giacomo Arcieri, David Wölfle, Eleni N. Chatzi:
Which Model To Trust: Assessing the Influence of Models on the Performance of Reinforcement Learning Algorithms for Continuous Control Tasks. CoRR abs/2110.13079 (2021) - [i8]Konstantinos Agathos, Tim J. Dodwel, Eleni N. Chatzi, Stéphane P. A. Bordas:
An adapted deflated conjugate gradient solver for robust extended/generalised finite element solutions of large scale, 3D crack propagation problems. CoRR abs/2111.09294 (2021) - 2020
- [j8]Konstantinos Tatsis, Vasilis K. Dertimanis, Yaowen Ou, Eleni N. Chatzi:
GP-ARX-Based Structural Damage Detection and Localization under Varying Environmental Conditions. J. Sens. Actuator Networks 9(3): 41 (2020) - [j7]Vasilis K. Dertimanis, Eleni N. Chatzi:
Sensor Networks in Structural Health Monitoring: From Theory to Practice. J. Sens. Actuator Networks 9(4): 47 (2020) - [j6]Imad Abdallah, Konstantinos Tatsis, Eleni N. Chatzi:
Unsupervised local cluster-weighted bootstrap aggregating the output from multiple stochastic simulators. Reliab. Eng. Syst. Saf. 199: 106876 (2020) - [c5]Carianne Martinez, David A. Najera-Flores, Adam R. Brink, D. Dane Quinn, Eleni N. Chatzi, Stephanie Forrest:
Confronting Domain Shift in Trained Neural Networks. Preregister@NeurIPS 2020: 176-192 - [i7]Konstantinos Vlachas, Konstantinos Tatsis, Konstantinos Agathos, Adam R. Brink, Eleni N. Chatzi:
A local basis approximation approach for nonlinear parametric model order reduction. CoRR abs/2003.07716 (2020) - [i6]Thomas Simpson, Vasilis K. Dertimanis, Costas Papadimitriou, Eleni N. Chatzi:
On the Potenital of Dynamic Substructuring Methods for Model Updating. CoRR abs/2006.16596 (2020) - [i5]Thomas Simpson, Dimitrios Giagopoulos, Vasilis K. Dertimanis, Eleni N. Chatzi:
On Dynamic Substructuring of Systems with Localised Nonlinearities. CoRR abs/2006.16612 (2020) - [i4]Thomas Simpson, Nikolaos Dervilis, Eleni N. Chatzi:
On the use of Nonlinear Normal Modes for Nonlinear Reduced Order Modelling. CoRR abs/2007.00466 (2020) - [i3]Charilaos Mylonas, Eleni N. Chatzi:
Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets. CoRR abs/2011.11740 (2020) - [i2]Charilaos Mylonas, George Tsialiamanis, Keith Worden, Eleni N. Chatzi:
Bayesian graph neural networks for strain-based crack localization. CoRR abs/2012.06791 (2020)
2010 – 2019
- 2019
- [j5]Yunus Emre Harmanci, Utku Gülan, Markus Holzner, Eleni N. Chatzi:
A Novel Approach for 3D-Structural Identification through Video Recording: Magnified Tracking. Sensors 19(5): 1229 (2019) - 2018
- [j4]Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Petros Koumoutsakos, Eleni N. Chatzi, Michael Harold Lees, Jack J. Dongarra, Peter M. A. Sloot:
The art of computational science: Bridging gaps - forming alloys. J. Comput. Sci. 26: 190-192 (2018) - [j3]Giovanni Capellari, Eleni N. Chatzi, Stefano Mariani:
Cost-Benefit Optimization of Structural Health Monitoring Sensor Networks. Sensors 18(7): 2174 (2018) - 2017
- [j2]Simona Bogoevska, Minas Spiridonakos, Eleni N. Chatzi, Elena Dumova-Jovanoska, Rudiger Höffer:
A Data-Driven Diagnostic Framework for Wind Turbine Structures: A Holistic Approach. Sensors 17(4): 720 (2017) - [c4]Petros Koumoutsakos, Eleni N. Chatzi, Valeria V. Krzhizhanovskaya, Michael Lees, Jack J. Dongarra, Peter M. A. Sloot:
The Art of Computational Science, Bridging Gaps - Forming Alloys. Preface for ICCS 2017. ICCS 2017: 1-6 - [c3]Braulio Barahona, Cyprien Hoelzl, Eleni N. Chatzi:
Applying design knowledge and machine learning to scada data for classification of wind turbine operating regimes. SSCI 2017: 1-8 - [i1]Mylonas Charilaos, Valentin Bemetz, Eleni N. Chatzi:
Multiscale Surrogate Modeling and Uncertainty Quantification for Periodic Composite Structures. CoRR abs/1707.04304 (2017) - 2016
- [c2]Bratislav Svetozarevic, Zoltán Nagy, Johannes Hofer, Dominic Jacob, Moritz Begle, Eleni N. Chatzi, Arno Schlueter:
SoRo-Track: A two-axis soft robotic platform for solar tracking and building-integrated photovoltaic applications. ICRA 2016: 4945-4950 - 2013
- [j1]Clemente Fuggini, Eleni N. Chatzi, D. Zangani:
Combining Genetic Algorithms with a Meso-Scale Approach for System Identification of a Smart Polymeric Textile. Comput. Aided Civ. Infrastructure Eng. 28(3): 227-245 (2013) - [c1]Juliana Felkner, Eleni N. Chatzi, Toni Kotnik:
Interactive particle swarm optimization for the architectural design of truss structures. CIES 2013: 15-22
Coauthor Index
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last updated on 2024-09-10 23:38 CEST by the dblp team
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