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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
Model-based Unknown Input Estimation via Partially Observable Markov Decision Processes
Wei Liu
,
Zhilu Lai
,
Charikleia Stoura
,
Kiran Bacsa
,
Eleni Chatzi
Published: 03 Mar 2023, Last Modified: 01 Apr 2023
Physics4ML Poster
Readers:
Everyone
SimMMDG: A Simple and Effective Framework for Multi-modal Domain Generalization
Hao Dong
,
Ismail Nejjar
,
Han Sun
,
Eleni Chatzi
,
Olga Fink
Published: 01 Jan 2023, Last Modified: 10 Nov 2023
CoRR 2023
Readers:
Everyone
Model-based Unknown Input Estimation via Partially Observable Markov Decision Processes
Wei Liu
,
Zhilu Lai
,
Charikleia D. Stoura
,
Kiran Bacsa
,
Eleni Chatzi
22 Sept 2022 (modified: 13 Feb 2023)
ICLR 2023 Conference Withdrawn Submission
Readers:
Everyone
Graph Neural Networks for Aerodynamic Flow Reconstruction from Sparse Sensing
Gregory Duthé
,
Imad Abdallah
,
Sarah Barber
,
Eleni Chatzi
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Which model to trust: assessing the influence of models on the performance of reinforcement learning algorithms for continuous control tasks
Giacomo Arcieri
,
David Wölfle
,
Eleni Chatzi
29 Sept 2021 (modified: 12 Oct 2025)
ICLR 2022 Conference Desk Rejected Submission
Readers:
Everyone
Relational VAE: A Continuous Latent Variable Model for Graph Structured Data
Charilaos Mylonas
,
Imad Abdallah
,
Eleni Chatzi
21 May 2021 (modified: 26 May 2025)
NeurIPS 2021 Submitted
Readers:
Everyone
The art of computational science: Bridging gaps - forming alloys
Sergey V. Kovalchuk
,
Valeria V. Krzhizhanovskaya
,
Petros Koumoutsakos
,
Eleni N. Chatzi
,
Michael Harold Lees
,
Jack J. Dongarra
,
Peter M. A. Sloot
Published: 01 Jan 2018, Last Modified: 12 May 2023
J. Comput. Sci. 2018
Readers:
Everyone
The Art of Computational Science, Bridging Gaps - Forming Alloys. Preface for ICCS 2017
Petros Koumoutsakos
,
Eleni N. Chatzi
,
Valeria V. Krzhizhanovskaya
,
Michael Lees
,
Jack J. Dongarra
,
Peter M. A. Sloot
Published: 01 Jan 2017, Last Modified: 12 May 2023
ICCS 2017
Readers:
Everyone
Co-Authors
Charikleia D. Stoura
Charikleia Stoura
Charilaos Mylonas
David Wölfle
Giacomo Arcieri
Gregory Duthé
Han Sun
Hao Dong
Imad Abdallah
Ismail Nejjar
Jack J. Dongarra
Kiran Bacsa
Michael Harold Lees
Michael Lees
Olga Fink
Peter M. A. Sloot
Petros Koumoutsakos
Sarah Barber
Sergey V. Kovalchuk
Valeria V. Krzhizhanovskaya
Wei Liu
Zhilu Lai