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Jannis Teunissen

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research:start [2025/02/14 08:21] – [Supervision] jannisresearch:start [2025/04/28 08:38] (current) – [Research projects] 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 ====
  
-//(Past projects in italics)// +  * 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. 
-  * [[https://research-software-directory.org/projects/agile|AGILE: Astrophysics on GPUs for InterdiscipLinary Exascience challenges]] (project with Netherlands eScience Center) +  * 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. 
-  * [[https://www.nwo.nl/en/news/two-ppp-consortia-will-kick-improving-cyber-physical-systems|REGENERATE: Reliable Next Generation Actuation Systems]] (NWO KIC project) +  * 2019-2024 [[https://www.cwi.nl/news/2019/technology-grant-for-plasma-for-plants-project|Plasma for Plants]]\\ TTW OTP project #17183, in collaboration with TU Eindhoven and industry partners.\\ Total budget: 775 k€. CWI got an 24 month postdoc position. 
-  * [[https://www.cwi.nl/en/news/making-our-electric-power-grids-sustainable/|Green Sparks]] (TTW OTP project #20344) +  * 2018-2022 [[https://www.cwi.nl/news/2018/technology-grant-awarded-to-optimize-plasma-assisted-combustion|Plasma assisted combustion]]\\ TTW OTP project #16480 in collaboration with TU Eindhoven and industry partners\\ Total budget: 903 k€. CWI got 1.5 postdoc years. 
-  * //[[https://www.cwi.nl/news/2019/technology-grant-for-plasma-for-plants-project|Plasma for Plants]] (TTW OTP project #17183)// +  * 2017-2022 [[https://www.nwo.nl/en/projects/15052|Let CO2 spark!]]\\ TTW OTP project #15052, in collaboration with TU Eindhoven and industry partners.\\ Total budget: 975 k€. CWI got funding for one PhD position and a 24 month postdoc position. 
-  * //[[https://www.cwi.nl/news/2018/technology-grant-awarded-to-optimize-plasma-assisted-combustion|Plasma assisted combustion]] (TTW OTP project #16480)// +  * 2018-2022 [[https://cordis.europa.eu/project/id/776262|AIDA]]\\ EU H2020 project #776262, in collaboration with KU Leuven and other partners.\\ Total budget: 1.5 M€. CWI got 219 k€. 
-  * //[[https://www.narcis.nl/research/RecordID/OND1362478|Let CO2 spark!]] (TTW OTP project #15052)// +  * 2019-2023 [[https://cordis.europa.eu/project/id/824064|ESCAPE]]\\ EU H2020 project #824064, large collaboration between European research organizations.\\ Total budget: 16.0 M€. CWI got a 24 months postdoc position.
-  * //[[https://cordis.europa.eu/project/id/776262|AIDA]]// (EU H2020 project #776262) +
-  * //[[https://cordis.europa.eu/project/id/824064|ESCAPE]]// (EU H2020 project #824064)+
  
 ==== Supervision ==== ==== Supervision ====
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 === Postdocs === === Postdocs ===
  
-  * //Ajay Tiwari// +  * //Alejandro Malagón-Romero// 
-  * //[[https://huanwinter.github.io/|Andong Hu]]// +  * //Ajay Tiwari// (In collaboration with [[https://ecamporeale.github.io/|Enrico Camporeale]]) 
- +  * //[[https://huanwinter.github.io/|Andong Hu]]// (In collaboration with [[https://ecamporeale.github.io/|Enrico Camporeale]])
-//(In collaboration with [[https://ecamporeale.github.io/|Enrico Camporeale]])//+
  
 === PhD students === === PhD students ===
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   * Yuting Gao (daily supervisor)   * Yuting Gao (daily supervisor)
   * Thom Smits   * Thom Smits
 +
 +
   * //Hemaditya Malla// (daily supervisor)   * //Hemaditya Malla// (daily supervisor)
   * //Dennis Bouwman//   * //Dennis Bouwman//
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 === PhD commitee member === === PhD commitee member ===
  
-  * Yihao Guo (2024, TU Eindhoven)+  * Yihao Guo (2025, TU Eindhoven) 
 +  * Hemaditya Malla (2024, TU Eindhoven) 
 +  * Baohong Guo (2023, TU Eindhoven) 
 +  * Zhen Wang (2023, TU Eindhoven) 
 +  * Dennis Bouwman (2023, TU Eindhoven) 
 +  * Xiaoran Li (2023, TU Eindhoven)
   * Hani Francisco (2023, TU Eindhoven)   * Hani Francisco (2023, TU Eindhoven)
   * Brecht Laperre (2022, KU Leuven)   * Brecht Laperre (2022, KU Leuven)
   * Andy Martinez (2022, TU Eindhoven)   * Andy Martinez (2022, TU Eindhoven)
   * Alejandro Malagon (2021, University of Granada)   * Alejandro Malagon (2021, University of Granada)
-  * Shahriar Mirpour (2021, TU Eindhoven)+  * Shahriar Mirpour (2021, TU Eindhoven, co-promotor)
  
  

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