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Dive into the research topics where Anna Niemelä is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Research output
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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 AccessFile103 Downloads (Pure) -
Efficient uncertainty quantification in plasma microinstability simulations with mode transitions
Jordan, D., Järvinen, A., Kit, A., Niemelä, A., Farcas, I., Görler, T., Hatch, D., Schmidt, J. & Stephens, C., 2025, Proceedings of the 51st EPS Conference on Plasma Physics. Duval, B. P. (ed.). European Physical Society, 4 p. P5.237. (Europhysics Conference Abstracts, Vol. 51A).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific
Open AccessFile4 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 AccessFile3 Downloads (Pure) -
Scalable simulation-based inference framework for large-scale model validation in fusion
Järvinen, A., Kit, A., Bruncrona, A., Jordan, D., Niemelä, A., Acerbi, L., Bharti, A., Fülöp, T., Hoppe, M., Nardon, E., Silburn, S. & Zanisi, L., 2025, Proceedings of the 51st EPS Conference on Plasma Physics. Duval, B. P. (ed.). European Physical Society, 4 p. P2.062. (Europhysics Conference Abstracts, Vol. 51A).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific
Open AccessFile8 Downloads (Pure) -
Towards scalable large-scale model validation with data science
Järvinen, A., Kit, A., Bruncrona, A., Jordan, D., Niemelä, A., Acerbi, L., Bharti, A., Fülöp, T., Hoppe, M., Nardon, E., Silburn, S., Zanisi, L. & JET Contributors, 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 AccessFile5 Downloads (Pure)