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Jannis Teunissen

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research:start [2025/02/26 12:39] – [Experience and interests] 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 ====
  
-  * 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€. +  * 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€. +  * 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€ +  * 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. 
-  * 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€ +  * 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. 
-  * 2018-2022 [[https://www.cwi.nl/news/2018/technology-grant-awarded-to-optimize-plasma-assisted-combustion|Plasma assisted combustion]] (TTW OTP project #16480) +  * 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. 
-  * 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: 1.0 M€ +  * 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. 
-  * 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€ +  * 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€. 
-  * 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€+  * 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.
  
 ==== Supervision ==== ==== Supervision ====

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