Projects per year
Personal profile
Research interests
I like training neural networks on fusion data
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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DEEPfusion: Artificial Intelligence for Fusion Reactor Predictions
Järvinen, A. (Manager), Kit, A. (Participant) & Bruncrona, A. (Participant)
1/09/23 → 31/08/27
Project: Academy of Finland project
Research output
- 6 Article
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Data-driven models in fusion exhaust: AI methods and perspectives
Wiesen, S., Dasbach, S., Kit, A., Jaervinen, A. E., Gillgren, A., Ho, A., Panera, A., Reiser, D., Brenzke, M., Poels, Y., Westerhof, E., Menkovski, V., Derks, G. F. & Strand, P., Aug 2024, In: Nuclear Fusion. 64, 8, 086046.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus) -
On learning latent dynamics of the AUG plasma state
Kit, A. (Corresponding Author), Järvinen, A., Poels, Y. R. J., Wiesen, S., Menkovski, V., Fischer, R., Dunne, M. & ASDEX Upgrade Team, 1 Mar 2024, In: Physics of Plasmas. 31, 3, 032504.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access2 Citations (Scopus) -
Representation learning algorithms for inferring machine independent latent features in pedestals in JET and AUG
Järvinen, A. E. (Corresponding Author), Kit, A., Poels, Y. R. J., Wiesen, S., Menkovski, V., Frassinetti, L., Dunne, M., JET Contributors & ASDEX Upgrade Team, 1 Mar 2024, In: Physics of Plasmas. 31, 3, 032508.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus) -
Developing deep learning algorithms for inferring upstream separatrix density at JET
Kit, A. (Corresponding Author), Järvinen, A., Wiesen, S., Poels, Y., Frassinetti, L. & JET Contributors, Mar 2023, In: Nuclear Materials and Energy. 34, 101347.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access4 Citations (Scopus) -
Supervised learning approaches to modeling pedestal density
Kit, A. (Corresponding Author), Järvinen, A., Frassinetti, L., Wiesen, S. & JET Contributors, Apr 2023, In: Plasma Physics and Controlled Fusion. 65, 4, 12 p., 045003.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access3 Citations (Scopus)