Personal profile
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):
-
SDG 7 Affordable and Clean Energy
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
DEEPfusion: Artificial Intelligence for Fusion Reactor Predictions
Järvinen, A. (Manager), Kit, A. (Participant) & Bruncrona, A. (Participant)
1/09/23 → 31/08/27
Project: Research Council of Finland
-
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
Research output
-
Developing machine learning facilitated pedestal models
Järvinen, A., Bruncrona, A., Jordan, D., Kit, A., Niemelä, A., Dunne, M., Frassinetti, L., Nyström, H., Hatch, D., Schmidt, J., Stephens, C., Leppin, L., Menkovski, V., Poels, Y. R. J., Saarelma, S., Zanisi, L. & Wiesen, S., 2025.Research output: Contribution to conference › Conference article › Scientific › peer-review
Open AccessFile122 Downloads (Pure) -
Machine learning methods for modelling local, linear gyrokinetic simulations of MAST-U pedestal turbulence
Niemelä, A., Järvinen, A., Jordan, D., Bruncrona, A., Kit, A., Frassinetti, L., Hatch, D. & Saarelma, S., 2025, Proceedings of the 51st EPS Conference on Plasma Physics. Duval, B. P. (ed.). European Physical Society, 4 p. P2.140. (Europhysics Conference Abstracts, Vol. 51A).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific
Open AccessFile5 Downloads (Pure) -
Machine learning surrogate model for ideal peeling-ballooning pedestal MHD stability
Bruncrona, A. M., Kit, A., Järvinen, A. E., Saarelma, S., Frassinetti, L. & JET Contributors, 4 Sept 2025, In: Physics of Plasmas. 32, 9, 092501.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access -
Machine learning surrogate model for pedestal MHD stability
Bruncrona, A., Kit, A., Järvinen, A., Saarelma, S., Frassinetti, L., Nyström, H., Lafay-Labrosse, A. & JET Contributors, 2025, (Submitted) 51st EPS Conference on Plasma Physics. European Physical Society, (Europhysics Conference Abstracts, Vol. 51A).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific
-
On Physics-Data Generative Modeling for Core-Edge Integration in Tokamaks
Kit, A., Järvinen, A., Menkovski, V., Bruncrona, A. & Wiesen, S., 2025, 9th Asia-Pacific Conference on Plasma Physics : AAPPS-DPP2025 Program Book. 1 p.Research output: Chapter in Book/Report/Conference proceeding › Conference abstract in proceedings › Scientific
Open AccessFile4 Downloads (Pure)