Lucas Amoudruz

@article{amoudruz2026a,
  author = {Amoudruz, Lucas and Litvinov, Sergey and Papadimitriou, Costas and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1016/j.cma.2026.118903},
  eprint = {https://doi.org/10.48550/arXiv.2510.15664},
  issn = {0045-7825},
  journal = {Computer Methods in Applied Mechanics and Engineering},
  pages = {118903},
  title = {Bayesian inference for PDE-based inverse problems using the optimization of a discrete loss},
  volume = {455},
  year = {2026}
}

@misc{guan2026a,
  archiveprefix = {arXiv},
  author = {Guan, Yifei and Amoudruz, Lucas and Litvinov, Sergey and Jakhar, Karan and Mojgani, Rambod and Koumoutsakos, Petros and Hassanzadeh, Pedram},
  eprint = {https://doi.org/10.48550/arXiv.2603.03351},
  primaryclass = {physics.geo-ph},
  title = {Prediction of Extreme Events in Multiscale Simulations of Geophysical Turbulence using Reinforcement Learning},
  url = {https://arxiv.org/abs/2603.03351},
  year = {2026}
}

@article{rivetti2026a,
  author = {Rivetti, Luciano and Buti, Gregory and Amoudruz, Lucas and Ajdari, Ali and Sharp, Gregory C and Studen, Andrej and Jeraj, Robert and Bortfeld, Thomas R},
  doi = {https://doi.org/10.1088/1361-6560/ae2aa1},
  journal = {Physics in Medicine \& Biology},
  number = {1},
  pages = {015031},
  publisher = {IOP Publishing},
  title = {Probabilistic clinical target definition with nearest neighbor correlation},
  volume = {71},
  year = {2026}
}

@misc{amoudruz2025d,
  archiveprefix = {arXiv},
  author = {Amoudruz, Lucas and Buti, Gregory and Rivetti, Luciano and Ajdari, Ali and Sharp, Gregory and Koumoutsakos, Petros and Spohn, Simon and Grosu, Anca L and Bortfeld, Thomas},
  eprint = {https://doi.org/10.48550/arXiv.2508.20804},
  primaryclass = {physics.med-ph},
  title = {Ising energy model for the stochastic prediction of tumor islets},
  url = {https://arxiv.org/abs/2508.20804},
  year = {2025}
}

@article{amoudruz2025c,
  author = {Amoudruz, Lucas and Litvinov, Sergey and Murri, Riccardo and Eyrich, Volker and Zudrop, Jens and Bekas, Costas and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1016/j.cpc.2025.109967},
  eprint = {https://doi.org/10.48550/arXiv.2512.02090},
  issn = {0010-4655},
  journal = {Computer Physics Communications},
  pages = {109967},
  title = {Scalable, Cloud-Based Simulations of Blood Flow and Targeted Drug Delivery in Retinal Capillaries},
  url = {https://www.sciencedirect.com/science/article/pii/S0010465525004680},
  year = {2025}
}

@article{amoudruz2025b,
  author = {Amoudruz, Lucas and Litvinov, Sergey and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1063/5.0274623},
  eprint = {https://doi.org/10.48550/arXiv.2404.02171},
  journal = {Physics of Fluids},
  number = {7},
  publisher = {AIP Publishing},
  title = {Optimal navigation of magnetic artificial microswimmers in blood capillaries with deep reinforcement learning},
  volume = {37},
  year = {2025}
}

@article{amoudruz2025a,
  author = {Amoudruz, Lucas and Karnakov, Petr and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1017/jfm.2025.10174},
  eprint = {https://doi.org/10.48550/arXiv.2506.15958},
  journal = {Journal of Fluid Mechanics},
  pages = {A15},
  publisher = {Cambridge University Press},
  title = {Contactless precision steering of particles in a fluid inside a cube with rotating walls},
  volume = {1014},
  year = {2025}
}

@article{alexeev2025a,
  author = {Alexeev, Dmitry and Litvinov, Sergey and Economides, Athena and Amoudruz, Lucas and Toner, Mehmet and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1103/PhysRevFluids.10.054202},
  eprint = {https://doi.org/10.48550/arXiv.2408.09552},
  journal = {Physical Review Fluids},
  number = {5},
  pages = {054202},
  publisher = {APS},
  title = {Inertial focusing of spherical particles: The effects of rotational motion},
  volume = {10},
  year = {2025}
}

@article{karnakov2025a,
  author = {Karnakov, Petr and Amoudruz, Lucas and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1103/PhysRevLett.134.044001},
  eprint = {https://doi.org/10.48550/arXiv.2506.15902},
  journal = {Physical Review Letters},
  number = {4},
  pages = {044001},
  publisher = {APS},
  title = {Optimal navigation in microfluidics via the optimization of a discrete loss},
  volume = {134},
  year = {2025}
}

@article{amoudruz2024a,
  author = {Amoudruz, Lucas and Economides, Athena and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1016/j.bpj.2024.04.015},
  eprint = {https://doi.org/10.48550/arXiv.2305.02197},
  journal = {Biophysical journal},
  number = {10},
  pages = {1289--1296},
  publisher = {Elsevier},
  title = {The volume of healthy red blood cells is optimal for advective oxygen transport in arterioles},
  volume = {123},
  year = {2024}
}

@article{amoudruz2023a,
  author = {Amoudruz, Lucas and Economides, Athena and Arampatzis, Georgios and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1016/j.bpj.2023.03.019},
  eprint = {https://doi.org/10.48550/arXiv.2303.03404},
  journal = {Biophysical journal},
  number = {8},
  pages = {1517--1525},
  publisher = {Elsevier},
  title = {The stress-free state of human erythrocytes: Data-driven inference of a transferable RBC model},
  volume = {122},
  year = {2023}
}

@phdthesis{amoudruz2022b,
  author = {Amoudruz, Lucas},
  doi = {https://doi.org/10.3929/ethz-b-000550202},
  school = {ETH Zurich},
  title = {Simulations and control of artificial microswimmers in blood},
  year = {2022}
}

@article{amoudruz2022a,
  author = {Amoudruz, Lucas and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1002/aisy.202100183},
  eprint = {https://doi.org/10.48550/arXiv.2101.10628},
  journal = {Advanced Intelligent Systems},
  number = {3},
  pages = {2100183},
  publisher = {Wiley Online Library},
  title = {Independent control and path planning of microswimmers with a uniform magnetic field},
  volume = {4},
  year = {2022}
}

@article{economides2021a,
  author = {Economides, Athena and Arampatzis, Georgios and Alexeev, Dmitry and Litvinov, Sergey and Amoudruz, Lucas and Kulakova, Lina and Papadimitriou, Costas and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1103/PhysRevApplied.15.034062},
  journal = {Physical Review Applied},
  number = {3},
  pages = {034062},
  publisher = {APS},
  title = {Hierarchical Bayesian uncertainty quantification for a model of the red blood cell},
  volume = {15},
  year = {2021}
}

@article{alexeev2020a,
  author = {Alexeev, Dmitry and Amoudruz, Lucas and Litvinov, Sergey and Koumoutsakos, Petros},
  doi = {https://doi.org/10.1016/j.cpc.2020.107298},
  eprint = {https://doi.org/10.48550/arXiv.1911.04712},
  journal = {Computer Physics Communications},
  pages = {107298},
  publisher = {Elsevier},
  title = {Mirheo: High-performance mesoscale simulations for microfluidics},
  volume = {254},
  year = {2020}
}

@inproceedings{walchli2020a,
  author = {W{\"a}lchli, Daniel and Martin, Sergio M and Economides, Athena and Amoudruz, Lucas and Arampatzis, George and Bian, Xin and Koumoutsakos, Petros},
  booktitle = {Proceedings of the Platform for Advanced Scientific Computing Conference},
  doi = {https://doi.org/10.1145/3394277.3401849},
  pages = {1--12},
  title = {Load balancing in large scale bayesian inference},
  year = {2020}
}

@inproceedings{economides2017a,
  author = {Economides, Athena and Amoudruz, Lucas and Litvinov, Sergey and Alexeev, Dmitry and Nizzero, Sara and Hadjidoukas, Panagiotis E and Rossinelli, Diego and Koumoutsakos, Petros},
  booktitle = {Proceedings of the Platform for Advanced Scientific Computing Conference},
  doi = {https://doi.org/10.1145/3093172.3093226},
  pages = {1--13},
  title = {Towards the Virtual Rheometer: High Performance Computing for the Red Blood Cell Microstructure},
  year = {2017}
}