Athena Economides
External Lecturer
Research and Interests
- Quantitative imaging in Neuropathology.
- Computational microfluidics of blood flow.
- Bayesian inference & Uncertainty Quantification.
Education
- Ph.D., CSElab, ETH Zürich, 2020.
- M.Sc., Mechanical Engineering, University of Cyprus, 2015.
- B.Sc., Mechanical Engineering, University of Cyprus, 2013.
Teaching
- Teaching Fellow at Harvard University (ES123, Spring 2022).
- Head TA: High Performance Computing for Science and Engineering II (Spring 2021).
- TA: High Performance Computing for Science and Engineering I (2017-2019).
- TA: Computational Methods for Engineering Applications (2015-2016).
- TA: Engineering Tool III: Object oriented programming with C++ (Spring 2015).
Publications
2023
- L. Amoudruz, A. Economides, G. Arampatzis, P. Koumoutsakos. “The stress-free state of human erythrocytes: data driven inference of a transferable RBC model”, Biophysical Journal, 2023. [PDF] [DOI]
2021
- A. Economides, G. Arampatzis, D. Alexeev, S. Litvinov, L. Amoudruz, L. Kulakova, C. Papadimitriou, and P. Koumoutsakos, “Hierarchical bayesian uncertainty quantification for a model of the red blood cell,” Phys. Rev. Appl., vol. 15, iss. 3, 2021.
[BibTeX] [PDF] [DOI]@article{economides2021a, author = {Athena Economides and Georgios Arampatzis and Dmitry Alexeev and Sergey Litvinov and Lucas Amoudruz and Lina Kulakova and Costas Papadimitriou and Petros Koumoutsakos}, doi = {10.1103/physrevapplied.15.034062}, journal = {{Phys. Rev. Appl.}}, month = {mar}, number = {3}, publisher = {American Physical Society ({APS})}, title = {Hierarchical Bayesian Uncertainty Quantification for a Model of the Red Blood Cell}, url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/economides2021a.pdf}, volume = {15}, year = {2021} }
- S. M. Martin, D. Wälchli, G. Arampatzis, A. E. Economides, P. Karnakov, and P. Koumoutsakos, “Korali: Efficient and scalable software framework for Bayesian uncertainty quantification and stochastic optimization,” Comput. Method. Appl. M., p. 114264, 2021.
[BibTeX] [PDF] [DOI]@article{martin2021a, author = {Sergio M. Martin and Daniel W\"alchli and Georgios Arampatzis and Athena E. Economides and Petr Karnakov and Petros Koumoutsakos}, doi = {10.1016/j.cma.2021.114264}, journal = {{Comput. Method. Appl. M.}}, month = {nov}, pages = {114264}, publisher = {Elsevier {BV}}, title = {{Korali: Efficient and scalable software framework for Bayesian uncertainty quantification and stochastic optimization}}, url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/martin2021a.pdf}, year = {2021} }
2020
- D. Wälchli, S. M. Martin, A. Economides, L. Amoudruz, G. Arampatzis, X. Bian, and P. Koumoutsakos, “Load balancing in large scale bayesian inference,” in Proceedings of the platform for advanced scientific computing conference – PASC ’20, 2020.
[BibTeX] [PDF] [DOI]@inproceedings{walchli2020a, author = {Daniel W\"{a}lchli and Sergio M. Martin and Athena Economides and Lucas Amoudruz and George Arampatzis and Xin Bian and Petros Koumoutsakos}, booktitle = {Proceedings of the Platform for Advanced Scientific Computing Conference – {PASC} {\textquotesingle}20}, doi = {10.1145/3394277.3401849}, month = {jun}, publisher = {{ACM}}, title = {Load Balancing in Large Scale Bayesian Inference}, url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/walchli2020a.pdf}, year = {2020} }
2017
- A. Economides, L. Amoudruz, S. Litvinov, D. Alexeev, S. Nizzero, P. E. Hadjidoukas, D. Rossinelli, and P. Koumoutsakos, “Towards the virtual rheometer,” in Proceedings of the platform for advanced scientific computing – PASC ’17, 2017.
[BibTeX] [PDF] [DOI]@inproceedings{economides2017a, author = {Athena Economides and Lucas Amoudruz and Sergey Litvinov and Dmitry Alexeev and Sara Nizzero and Panagiotis E. Hadjidoukas and Diego Rossinelli and Petros Koumoutsakos}, booktitle = {Proceedings of the Platform for Advanced Scientific Computing - {PASC} {\textquotesingle}17}, doi = {10.1145/3093172.3093226}, publisher = {{ACM} Press}, title = {Towards the Virtual Rheometer}, url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/economides2017a.pdf}, year = {2017} }
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