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Jannis Teunissen

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research:start [2025/02/26 13:00] – [Experience and interests] jannisresearch:start [2026/02/20 11:10] (current) – [Supervision] jannis
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 Since 2018, I have been working on machine learning methods applied to space weather applications, in collaboration with [[https://ecamporeale.github.io/|Enrico Camporeale]], as I have taken over two EU projects in this direction from Enrico (AIDA and ESCAPE, see below). Current research focuses on forecasting time-series data, recognizing magnetic reconnection, and the use of unsupervised methods for e.g. dimensionality reduction and clustering. Since 2018, I have been working on machine learning methods applied to space weather applications, in collaboration with [[https://ecamporeale.github.io/|Enrico Camporeale]], as I have taken over two EU projects in this direction from Enrico (AIDA and ESCAPE, see below). Current research focuses on forecasting time-series data, recognizing magnetic reconnection, and the use of unsupervised methods for e.g. dimensionality reduction and clustering.
  
-=== Research projects ===+==== Research projects ====
  
-  * 2024-2026 [[https://research-software-directory.org/projects/agile|AGILE: Astrophysics on GPUs for InterdiscipLinary Exascience challenges]]\\ Collaboration with O. Porth (PI, UvA) and others, funded by Netherlands eScience Center.\\ Total budget: 228 k€, mostly for paying eScience staff working on the project.+  * 2024-2026 [[https://research-software-directory.org/projects/agile|AGILE: Astrophysics on GPUs for InterdiscipLinary Exascience challenges]]\\ Collaboration with O. Porth (PI, UvA), R. Keppens (KU Leuven) and others, funded by Netherlands eScience Center.\\ Total budget: 228 k€, mostly for paying eScience staff working on the project.
   * 2023-2029 [[https://www.nwo.nl/en/projects/kich1st0221004|REGENERATE: Reliable Next Generation Actuation Systems]]\\  NWO KIC project, collaboration with TU Eindhoven, TU Delft and industry partners.\\ Total budget: 3.36 M€. CWI got one PhD position.   * 2023-2029 [[https://www.nwo.nl/en/projects/kich1st0221004|REGENERATE: Reliable Next Generation Actuation Systems]]\\  NWO KIC project, collaboration with TU Eindhoven, TU Delft and industry partners.\\ Total budget: 3.36 M€. CWI got one PhD position.
   * 2024-2028 [[https://www.cwi.nl/en/news/making-our-electric-power-grids-sustainable/|Green Sparks]]\\ TTW OTP project #20344, in collaboration with TU Eindhoven and industry partners.\\ Total budget: 1.25 M€. CWI got a PhD position and an 20 month postdoc position.   * 2024-2028 [[https://www.cwi.nl/en/news/making-our-electric-power-grids-sustainable/|Green Sparks]]\\ TTW OTP project #20344, in collaboration with TU Eindhoven and industry partners.\\ Total budget: 1.25 M€. CWI got a PhD position and an 20 month postdoc position.
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 === PhD commitee member === === PhD commitee member ===
  
 +  * Dion Donné (2025, KU Leuven)
 +  * Dion Engels (2025, VU Amsterdam)
   * Yihao Guo (2025, TU Eindhoven)   * Yihao Guo (2025, TU Eindhoven)
   * Hemaditya Malla (2024, TU Eindhoven)   * Hemaditya Malla (2024, TU Eindhoven)

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