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Marina Gorelenkova

1990 …2025

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  • An Open Data Service for Supporting Research in Machine Learning on Tokamak Data

    Jackson, S., Khan, S., Cummings, N., Hodson, J., De Witt, S., Pamela, S., Akers, R., Thiyagalingam, J., Kirk, A., Adamek, J., Akers, R. J., Allan, S., Appel, L., Arese Lucini, F., Barnes, M., Barrett, T., Ben Ayed, N., Boeglin, W., Bradley, J. & Browning, P. K. & 149 others, Brunner, J., Cahyna, P., Cardnell, S., Carr, M., Casson, F., Cecconello, M., Challis, C., Chapman, I. T., Chapman, S., Chorley, J., Conroy, S., Conway, N., Cooper, W. A., Cox, M., Crocker, N., Crowley, B., Cunningham, G., Danilov, A., Darrow, D., Dendy, R., Dickinson, D., Dorland, W., Dudson, B., Dunai, D., Easy, L., Elmore, S., Evans, M., Farley, T., Fedorczak, N., Field, A., Fishpool, G., Fitzgerald, I., Fox, M., Freethy, S., Garzotti, L., Ghim, Y. C., Gi, K., Gibson, K., Gorelenkova, M., Gracias, W., Gurl, C., Guttenfelder, W., Ham, C., Harrison, J., Harting, D., Havlickova, E., Hawkes, N., Hender, T., Henderson, S., Highcock, E., Hillesheim, J., Hnat, B., Horacek, J., Howard, J., Howell, D., Huang, B., Imada, K., Inomoto, M., Imazawa, R., Jones, O., Kadowaki, K., Kaye, S., Keeling, D., Klimek, I., Kocan, M., Kogan, L., Komm, M., Lai, W., Leddy, J., Leggate, H., Hollocombe, J., Lipschultz, B., Lisgo, S., Liu, Y. Q., Lloyd, B., Lomanowski, B., Lukin, V., Lupelli, I., Maddison, G., Madsen, J., Mailloux, J., Martin, R., McArdle, G., McClements, K., McMillan, B., Meakins, A., Meyer, H., Michael, C., Militello, F., Milnes, J., Morris, A. W., Motojima, G., Muir, D., Naylor, G., Nielsen, A., O'Brien, M., O'Gorman, T., O'Mullane, M., Olsen, J., Omotani, J., Ono, Y., Pamela, S., Pangione, L., Parra, F., Patel, A., Peebles, W., Perez, R., Pinches, S., Piron, L., Price, M., Reinke, M., Ricci, P., Riva, F., Roach, C., Romanelli, M., Ryan, D., Saarelma, S., Saveliev, A., Scannell, R., Schekochihin, A., Sharapov, S., Sharples, R., Shevchenko, V., Shinohara, K., Silburn, S., Simpson, J., Stanier, A., Storrs, J., Summers, H., Takase, Y., Tamain, P., Tanabe, H., Tanaka, H., Tani, K., Taylor, D., Thomas, D., Thomas-Davies, N., Thornton, A., Turnyanskiy, M., Valovic, M., Vann, R., Van Wyk, F., Walkden, N., Watanabe, T., Wilson, H., Wischmeier, M., Yamada, T., Young, J. & Zoletnik, S., 2025, (Accepted/In press) In: IEEE Transactions on Plasma Science.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1   Link opens in a new tab Scopus citations

  • Assessing time-dependent temperature profile predictions using reduced transport models for high performing NSTX plasmas

    Lestz, J. B., Avdeeva, G., Neiser, T. F., Gorelenkova, M. V., Halpern, F. D., Kaye, S. M., McClenaghan, J., Pankin, A. Y. & Thome, K. E., Oct 2025, In: Plasma Physics and Controlled Fusion. 67, 10, 105029.

    Research output: Contribution to journal › Article › peer-review

    3   Link opens in a new tab Scopus citations

  • Integrated modeling of alpha particle losses in JET DT plasmas

    the EUROfusion Tokamak Exploitation Team & JET Contributors, Oct 1 2025, In: Nuclear Fusion. 65, 10, 102004.

    Research output: Contribution to journal › Article › peer-review

    Open Access

  • Self-consistent equilibrium and transport simulations for NSTX-U plasmas enhanced via machine learning surrogate models

    Leard, B., Rafiq, T., Ward, I., Galfrascoli, F., Schuster, E., Pankin, A. & Gorelenkova, M., Oct 2025, In: Fusion Engineering and Design. 219, 115201.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1   Link opens in a new tab Scopus citations

  • Sensitivities of time-dependent temperature profile predictions for NSTX with the multi-mode model

    Lestz, J. B., Avdeeva, G., Kaye, S. M., Gorelenkova, M. V., Halpern, F. D., McClenaghan, J., Pankin, A. Y. & Thome, K. E., Oct 2025, In: Plasma Physics and Controlled Fusion. 67, 10, 105030.

    Research output: Contribution to journal › Article › peer-review

    2   Link opens in a new tab Scopus citations
View all 59 Research outputs