Michael Petry

E-Mail:	michael.petry@tum.de
Telefon:	+49 89 3179 4285
Raum:	9377.01.113
Anschrift:	Airbus Defence and Space GmbH Michael Petry Abteilung Telecom Processing Germany (TSTCG-TL2) Willy-Messerschmitt-Straße 9 82024 Taufkirchen

Research Interests

• Deep Learning
• Information Theory
• AI-designed PHY communication
• ML-augmented Network orchestration
• FPGA AI Deployment
• Finite-Element-Method physical simulations

Projects

• Machine Learning for Telecommunication Satellites (MaLeTeSa): Todo Description.

Publications

1. Krstova, A., Hegwein, F., Lera, M. C. D., Ales, F., Petry, M., Ali, R., Mallah, M., Hili, L., Ghiglione, M., & Werner, M. (2023). On-Board Anomaly Detection on a Flight-Ready System. EDHPC 2023 - European Data Handling and Data Processing Conference. [BibTeX]

   @article{2023_edhpc_andreas,
     title = {On-Board Anomaly Detection on a Flight-Ready System},
     author = {Krstova, Alisa and Hegwein, Florian and Lera, Mario Castro De and Ales, Filippo and Petry, Michael and Ali, Rashid and Mallah, Maen and Hili, Laurent and Ghiglione, Max and Werner, Martin},
     journal = {EDHPC 2023 - European Data Handling and Data Processing Conference},
     project = {mlab},
     year = {2023}
   }
   

2. Petry, M., Gest, P., Koch, A., Ghiglione, M., & Werner, M. (2023). Accelerated Deep-Learning inference on FPGAs in the Space Domain. Computing Frontiers 2023. [PDF] [BibTeX]

   @article{2023_Computing_Frontiers_Versal_Michael,
     title = {Accelerated Deep-Learning inference on FPGAs in the Space Domain},
     journal = {Computing Frontiers 2023},
     author = {Petry, Michael and Gest, Petrick and Koch, Andreas and Ghiglione, Max and Werner, Martin},
     year = {2023}
   }
   

3. Petry, M., Koch, A., Werner, M., Hoch, U., Helfers, T., & Wiest, R. (2023). Machine Learning on Telecommunication Satellite. DATA SYSTEMS IN AEROSPACE - 2023 DASIA. [PDF] [BibTeX]

   @article{2023_Dasia_Michael,
     title = {Machine Learning on Telecommunication Satellite},
     journal = {DATA SYSTEMS IN AEROSPACE - 2023 DASIA},
     author = {Petry, Michael and Koch, Andreas and Werner, Martin and Hoch, Uwe and Helfers, Tim and Wiest, Richard},
     year = {2023}
   }
   

Other Publications

1. Petry, M., & Habib, M. S. (2023). Post-fabrication performance of nested hollow-core fibers with perturbed cladding structures. In B. Witzigmann, M. Osiński, & Y. Arakawa (Eds.), Physics and Simulation of Optoelectronic Devices XXXI (Vol. 12415, p. 124150L). SPIE. https://doi.org/10.1117/12.2647494 [Online] [BibTeX]

   @inproceedings{PetrySPIE23,
     author = {Petry, Michael and Habib, Md Selim},
     title = {{Post-fabrication performance of nested hollow-core fibers with perturbed cladding structures}},
     volume = {12415},
     booktitle = {Physics and Simulation of Optoelectronic Devices XXXI},
     editor = {Witzigmann, Bernd and Osiński, Marek and Arakawa, Yasuhiko},
     organization = {International Society for Optics and Photonics},
     publisher = {SPIE},
     pages = {124150L},
     keywords = {Hollow-core fiber, Monte-Carlo technique, Numerical simulation, Post-fabrication performance, Realistic fiber, Imperfect geometry},
     year = {2023},
     doi = {10.1117/12.2647494},
     url = {https://doi.org/10.1117/12.2647494}
   }
   

2. Petry, M., Amezcua-Correa, R., & Habib, M. S. (2022). Random misalignment and anisotropic deformation of the nested cladding elements in hollow-core anti-resonant fibers. Opt. Express, 30(19), 34712–34724. https://doi.org/10.1364/OE.465329 [Online] [BibTeX]

   @article{PetryOE22,
     author = {Petry, Michael and Amezcua-Correa, Rodrigo and Habib, Md. Selim},
     journal = {Opt. Express},
     keywords = {Bend loss; Extreme ultraviolet; Fiber fabrication; Hollow core fibers; Optical fibers; Single mode fibers},
     number = {19},
     pages = {34712--34724},
     publisher = {Optica Publishing Group},
     title = {Random misalignment and anisotropic deformation of the nested cladding elements in hollow-core anti-resonant fibers},
     volume = {30},
     month = sep,
     year = {2022},
     url = {https://opg.optica.org/oe/abstract.cfm?URI=oe-30-19-34712},
     doi = {10.1364/OE.465329}
   }
   

3. Petry, M., Markos, C., Correa, R. A., & Habib, M. S. (2022). Multi-mode guidance in enhanced inhibited coupling hollow-core anti-resonant fibers. Conference on Lasers and Electro-Optics, JTh3B.42. https://opg.optica.org/abstract.cfm?URI=CLEO_SI-2022-JTh3B.42 [Online] [BibTeX]

   @inproceedings{PetryCLEO22,
     author = {Petry, Michael and Markos, Christos and Correa, Rodrigo A. and Habib, Md. Selim},
     booktitle = {Conference on Lasers and Electro-Optics},
     journal = {Conference on Lasers and Electro-Optics},
     keywords = {Effective refractive index; Fiber design; Hollow core fibers; Laser velocimetry; Refractive index; Ultrafast nonlinear optics},
     pages = {JTh3B.42},
     publisher = {Optica Publishing Group},
     title = {Multi-mode guidance in enhanced inhibited coupling hollow-core anti-resonant fibers},
     year = {2022},
     url = {https://opg.optica.org/abstract.cfm?URI=CLEO_SI-2022-JTh3B.42}
   }
   

4. Petry, M., & Habib, M. S. (2022). Random cladding misalignments and anisotropic deformations in nested hollow-core fibers. Optica Advanced Photonics Congress 2022, JW3A.55. https://opg.optica.org/abstract.cfm?URI=SOF-2022-JW3A.55 [Online] [BibTeX]

   @inproceedings{PetryAPC122,
     author = {Petry, Michael and Habib, Md. Selim},
     booktitle = {Optica Advanced Photonics Congress 2022},
     journal = {Optica Advanced Photonics Congress 2022},
     keywords = {Anisotropy; Extinction ratios; Extreme ultraviolet; Hollow core fibers; Optical properties; Ultraviolet radiation},
     pages = {JW3A.55},
     publisher = {Optica Publishing Group},
     title = {Random cladding misalignments and anisotropic deformations in nested hollow-core fibers},
     year = {2022},
     url = {https://opg.optica.org/abstract.cfm?URI=SOF-2022-JW3A.55}
   }
   

5. Petry, M., & Habib, M. S. (2022). Analyzing random design imperfection in hollow-core anti-resonant fibers. Optica Advanced Photonics Congress 2022, JW3A.21. https://opg.optica.org/abstract.cfm?URI=Networks-2022-JW3A.21 [Online] [BibTeX]

   @inproceedings{PetryAPC222,
     author = {Petry, Michael and Habib, Md. Selim},
     booktitle = {Optica Advanced Photonics Congress 2022},
     journal = {Optica Advanced Photonics Congress 2022},
     keywords = {Dispersion; Fiber optics; Hollow core fibers; Optical potentials; Optical properties},
     pages = {JW3A.21},
     publisher = {Optica Publishing Group},
     title = {Analyzing random design imperfection in hollow-core anti-resonant fibers},
     year = {2022},
     url = {https://opg.optica.org/abstract.cfm?URI=Networks-2022-JW3A.21}
   }
   

6. Petry, M., & Habib, M. S. (2022). Impact of random structural perturbations on Hollow-Core Anti-Resonant Fibers. 2022 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1–2. https://doi.org/10.1109/SUM53465.2022.9858234 [BibTeX]

   @inproceedings{PetryIEEESUM22,
     author = {Petry, Michael and Habib, Md. Selim},
     booktitle = {2022 IEEE Photonics Society Summer Topicals Meeting Series (SUM)},
     title = {Impact of random structural perturbations on Hollow-Core Anti-Resonant Fibers},
     year = {2022},
     volume = {},
     number = {},
     pages = {1-2},
     doi = {10.1109/SUM53465.2022.9858234}
   }
   

7. Petry, M., & Habib, M. S. (2022). Random Design Variations of Hollow-core Anti-resonant Fibers: A Monte-Carlo Study. [BibTeX]

   @misc{petry2022random,
     title = {Random Design Variations of Hollow-core Anti-resonant Fibers: A Monte-Carlo Study},
     author = {Petry, Michael and Habib, Md. Selim},
     year = {2022},
     eprint = {2202.05627},
     archiveprefix = {arXiv},
     primaryclass = {physics.optics}
   }
   

8. Petry, M., & Habib, M. S. (2021). Anisotropic Nested Hollow-core Fiber Designs. 2021 IEEE Photonics Conference (IPC), 1–2. https://doi.org/10.1109/IPC48725.2021.9592982 [BibTeX]

   @inproceedings{petryIPC21,
     author = {Petry, Michael and Habib, Md. Selim},
     booktitle = {2021 IEEE Photonics Conference (IPC)},
     title = {Anisotropic Nested Hollow-core Fiber Designs},
     year = {2021},
     volume = {},
     number = {},
     pages = {1-2},
     doi = {10.1109/IPC48725.2021.9592982}
   }