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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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
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ECO-Fusion: Finnish Ecosystem for Industrial Fusion Technology
Hakola, A. (Manager), Airila, M. (Participant), Brace, W. (Participant), Ryynänen, T. (Participant), Hakkarainen, M. (Participant), Leskinen, A. (Participant), Kirjasuo, A. (Participant), Aalto, T. (Participant), Shahwar, D. (Participant), Harjanne, M. (Participant), Hokkanen, A. (Participant), Järvinen, A. (Participant), Kapulainen, M. (Participant), Paul, S. (Participant), Salmi, A. (Participant), Sun, F. (Participant), Tala, T. (Participant), Wälchli, B. (Participant), Avikainen, T. (Participant), Majaniemi, S. (Participant), Laukkanen, A. (Participant), Suhonen, T. (Participant), Aho, J. (Participant), Baumann Duran, A. (Participant), Goel, S. (Participant), Korhonen, T. (Participant), Linnala, L. (Participant), Lukin, J. (Participant), Pakarinen, O. (Participant), Pinomaa, T. (Participant), Pohja, R. (Participant), Ren, S. (Participant), Tahkola, M. (Participant), Norrman, S. (Participant), Szogradi, M. (Participant), Aho-Mantila, L. (Participant), Karhunen, J. (Participant), Likonen, J. (Participant), Saari, S. (Participant), Lavonen, T. (Participant), Leskinen, A. (Participant), Hakkarainen, T. (Participant), Verma, N. (Participant), Viitanen, K. (Participant), Viitanen, A. (Participant), Snicker, A. (Participant), Apilo, T. (Participant), Huuhanmäki, J. (Participant), Soppela, O. (Participant), Kurki, S. (Participant), Martins, J. (Participant), Rökman, J. (Participant), Wallin, A. (Participant), Bryant, K. (Participant), Katajamäki, K. (Participant), Kokkonen, P. (Participant), Lyytinen, J. (Participant), Lyytinen, T. (Participant), Kit, A. (Participant), Bruncrona, A. (Participant), Jordan, D. (Participant), Martikainen, H. (Participant), Saarinen, H. (Participant), Siuko, M. (Participant), Siren, M. (Participant), Tikka, P. (Participant), Truong, V. D. (Participant), Uusi-Illikainen, M. (Participant), Zeb, A. (Participant), Alanen, J. (Participant), Kaartinen, D. (Participant), Saifi, Q. (Participant), Dif, B. (Participant), Heikinheimo, J. (Participant), Harviainen, T. (Participant), Peng, C. Y. (Participant), Arffman, P. (Participant), Lappalainen, P. (Participant), Moilanen, P. (Participant), Freimanis, A. (Participant), Helminen, A. (Participant), Immonen, E. (Participant), Tyrväinen, T. (Participant), Rainio, K. (Participant), Kilpeläinen, P. (Participant), Sipola, T. (Participant), Strömmer, E. (Participant), Tanskanen, A. (Participant), Tenhunen, J. (Participant), Vaarala, T. (Participant), Ylisaukko-oja, A. (Participant), Liinasuo, M. (Participant), Salonen, T.-T. (Participant), Tammentie, B. (Participant), Jokinen, T. (Participant), Kaarmila, P. (Participant), Koskinen, J. (Participant), Heikkilä, J. (Participant), Malm, T. (Participant), Sarsama, J. (Participant), Välisalo, T. (Participant), Alamäki, M. (Participant) & Pennala, R. (Participant)
1/01/21 → 30/06/24
Project: Business Finland project
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Ion-Mediated Tearing and Kink Instabilities in the Earth's Magnetosphere: Hybrid-Vlasov Simulations
Zaitsev, I., Cozzani, G., Alho, M., Horaites, K., Zhou, H., Kit, A., Pfau-Kempf, Y., Hoilijoki, S., Ganse, U., Battarbee, M., Papadakis, K., Suni, J., Dubart, M., Tesema-Kebede, F., Workayehu, A., Tarvus, V., Kotipalo, L., Koikkalainen, V., Turc, L. & Palmroth, M., Jan 2025, In: Journal of Geophysical Research: Space Physics. 130, 1, e2024JA032615.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access2 Citations (Scopus) -
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 Access8 Citations (Scopus) -
On learning latent dynamics of the AUG plasma state
Kit, A., 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 Access3 Citations (Scopus) -
Overview of the EUROfusion Tokamak Exploitation programme in support of ITER and DEMO
Joffrin, E., Wischmeier, M., Baruzzo, M., Hakola, A., Kappatou, A., Keeling, D., Labit, B., Tsitrone, E., Vianello, N., Järvinen, A., Karhunen, J., Kirjasuo, A., Likonen, J., Salmi, A., Snicker, A., Tala, T., et al. & ASDEX Upgrade Team, 1 Nov 2024, In: Nuclear Fusion. 64, 11, 112019.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access11 Citations (Scopus) -
Representation learning algorithms for inferring machine independent latent features in pedestals in JET and AUG
Järvinen, A. E., 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 Access2 Citations (Scopus)