2020

• M. Chatzimanolakis, P. Weber, G. Arampatzis, D. Wälchli, I. Kičić, P. Karnakov, C. Papadimitriou, and P. Koumoutsakos, “Optimal allocation of limited test resources for the quantification of COVID-19 infections,” Swiss Med. Wkly., 2020.
  [BibTeX] [PDF] [DOI]

  @article{chatzimanolakis2020a,
  author = {Michail Chatzimanolakis and Pascal Weber and Georgios Arampatzis and Daniel W{\"a}lchli and Ivica Ki\v{c}i\'{c} and Petr Karnakov and Costas Papadimitriou and Petros Koumoutsakos},
  doi = {10.4414/smw.2020.20445},
  journal = {{Swiss Med. Wkly.}},
  month = {dec},
  publisher = {{EMH} Swiss Medical Publishers, Ltd.},
  title = {Optimal allocation of limited test resources for the quantification of {COVID}-19 infections},
  url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/chatzimanolakis2020a.pdf},
  year = {2020}
  }

• P. Karnakov, G. Arampatzis, I. Kičić, F. Wermelinger, D. Wälchli, C. Papadimitriou, and P. Koumoutsakos, “Data-driven inference of the reproduction number for covid-19 before and after interventions for 51 european countries,” Swiss Med. Wkly., iss. 150:w20313, 2020.
  [BibTeX] [PDF] [DOI]

  @article{karnakov2020b,
  author = {Karnakov, Petr and Arampatzis, Georgios and Ki\v{c}i\'{c}, Ivica and Wermelinger, Fabian and W{\"a}lchli, Daniel and Papadimitriou, Costas and Koumoutsakos, Petros},
  doi = {https://doi.org/10.4414/smw.2020.20313},
  journal = {{Swiss Med. Wkly.}},
  number = {150:w20313},
  publisher = {FMH},
  title = {Data-driven inference of the reproduction number for COVID-19 before and after interventions for 51 European countries},
  url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/karnakov2020b.pdf},
  year = {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}
  }

2019

• G. Arampatzis, D. Wälchli, P. Weber, H. Rästas, and P. Koumoutsakos, “(μ,Λ)-ccma-es for constrained optimization with an application in pharmacodynamics,” in Proceedings of the platform for advanced scientific computing conference – PASC ’19, 2019.
  [BibTeX] [PDF] [DOI]

  @inproceedings{arampatzis2019a,
  author = {Arampatzis, Georgios and W\"{a}lchli, Daniel and Weber, Pascal and R\"{a}stas, Henri and Koumoutsakos, Petros},
  booktitle = {Proceedings of the Platform for Advanced Scientific Computing Conference - {PASC} {\textquotesingle}19},
  doi = {10.1145/3324989.3325725},
  keywords = {Stochastic optimization, constraint handling, covariance matrix adaptation, evolution strategy, pharmacodynamics, viability evolution},
  publisher = {{ACM} Press},
  title = {(\Μ,{})-CCMA-ES for Constrained Optimization with an Application in Pharmacodynamics},
  url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/arampatzis2019a.pdf},
  year = {2019}
  }

2018

• G. Arampatzis, D. Wälchli, P. Angelikopoulos, S. Wu, P. Hadjidoukas, and P. Koumoutsakos, “Langevin diffusion for population based sampling with an application in bayesian inference for pharmacodynamics,” SIAM J. Sci. Comput., vol. 40, iss. 3, p. B788–B811, 2018.
  [BibTeX] [PDF] [DOI]

  @article{arampatzis2018a,
  author = {Georgios Arampatzis and Daniel W\"alchli and Panagiotis Angelikopoulos and Stephen Wu and Panagiotis Hadjidoukas and Petros Koumoutsakos},
  doi = {10.1137/16m1107401},
  journal = {{SIAM J. Sci. Comput.}},
  month = {jan},
  number = {3},
  pages = {B788--B811},
  publisher = {Society for Industrial {\&} Applied Mathematics ({SIAM})},
  title = {Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics},
  url = {http://www.cse-lab.ethz.ch/wp-content/papercite-data/pdf/arampatzis2018a.pdf},
  volume = {40},
  year = {2018}
  }