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Eleni Chatzi
Full Professor, ETHZ - ETH Zurich
Joined
May 2021
Names
Eleni Chatzi
(Preferred)
,
Eleni N. Chatzi
Emails
****@ibk.baug.ethz.ch
(Confirmed)
,
****@ethz.ch
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Wikipedia
Semantic Scholar
Career & Education History
Full Professor
ETHZ - ETH Zurich
(ethz.ch)
2024
–
Present
Associate Professor
Swiss Federal Institute of Technology
(ethz.ch)
2017
–
2024
Assistant Professor
Swiss Federal Institute of Technology
(ethz.ch)
2010
–
2017
PhD student
Columbia University
(columbia.edu)
2006
–
2010
Advisors, Relations & Conflicts
Coauthor
Siddhartha Mishra
2024
–
Present
Coauthor
Olga Fink
2023
–
Present
Postdoc Advisee
Georgios Kissas
2023
–
Present
PhD Advisee
Hao Dong
2022
–
Present
Coauthor
Charalampos P. Andriotis
2022
–
Present
Coauthor
Daniel Straub
2019
–
Present
Postdoc Advisee
Charikleia Stoura
2023
–
2026
Postdoc Advisee
Xudong Jian
2023
–
2025
PhD Advisee
Kiran Bacsa
2021
–
2025
PhD Advisee
Wei Liu
2021
–
2025
PhD Advisee
Gregory Duthé
2021
–
2025
PhD Advisee
Giacomo Arcieri
2021
–
2025
Postdoc Advisee
Imad Abdallah
2016
–
2024
Postdoc Advisee
Zhilu Lai
2019
–
2022
PhD Advisee
Charilaos Mylonas
2016
–
2021
PhD Advisor
Andrew Smyth
2006
–
2010
Expertise
time series models
,
deep learning
,
physics informed ML
,
structural health monitoring
,
prognostic health management
2006
–
Present
Publications
Neuro-Symbolic ODE Discovery with Latent Grammar Flow
Karin Yu
,
Eleni Chatzi
,
Georgios Kissas
SPIGM @ ICML Poster
Readers:
Everyone
Selective sparsity in Fourier Neural Operator Networks to accelerate Partial Differential Equation solving
Kiran Bacsa
,
Wei Liu
,
Xudong Jian
,
Huangbin Liang
,
Zhilu Lai
,
Eleni Chatzi
Submitted to ICLR 2026
Readers:
Everyone
To Trust Or Not To Trust Your Vision-Language Model's Prediction
Hao Dong
,
Moru Liu
,
Jian Liang
,
Eleni Chatzi
,
Olga Fink
Submitted to ICLR 2026
Readers:
Everyone
Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later
Arnaud Vadeboncoeur
,
Gregory Duthé
,
Mark Girolami
,
Eleni Chatzi
ICLR 2026 Poster
Readers:
Everyone
On the Rate of Convergence of Kolmogorov-Arnold Network Regression Estimators
Wei Liu
,
Eleni Chatzi
,
Zhilu Lai
Submitted to ICLR 2026
Readers:
Everyone
Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization
Hao Dong
,
Eleni Chatzi
,
Olga Fink
ICLR 2025 Poster
Readers:
Everyone
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
Hao Dong
,
Yue Zhao
,
Eleni Chatzi
,
Olga Fink
NeurIPS 2024 spotlight
Readers:
Everyone
A metric for assessing and optimizing data-driven prognostic algorithms for predictive maintenance
Antonios Kamariotis
,
Konstantinos Tatsis
,
Eleni N. Chatzi
,
Kai Goebel
,
Daniel Straub
Reliab. Eng. Syst. Saf. 2024
Readers:
Everyone
A Reduced Order Model conditioned on monitoring features for estimation and uncertainty quantification in engineered systems
Konstantinos Vlachas
,
Thomas Simpson
,
Anthony Garland
,
D. Dane Quinn
,
Charbel Farhat
,
Eleni N. Chatzi
CoRR 2024
Readers:
Everyone
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
Hao Dong
,
Yue Zhao
,
Eleni N. Chatzi
,
Olga Fink
CoRR 2024
Readers:
Everyone
View all 69 publications
Co-Authors
Adam R. Brink
Aidan J. Hughes
André Robert
Anna Maria Sempreviva
Anthony Garland
Antonios Kamariotis
Arnaud Vadeboncoeur
Arno Schlueter
Aurelia Kollros
Bratislav Svetozarevic
Braulio Barahona
Carianne Martinez
Charbel Farhat
Charikleia D. Stoura
Charikleia Stoura
Charilaos Mylonas
Charles Henderson
Clemente Fuggini
Costas Papadimitriou
Cyprien Amadis Hoelzl
Cyprien Hoelzl
Céline Hofer
D. Dane Quinn
D. Zangani
Daniel Straub
View all 122 co-authors