J. Citrin

Meneghini, O., Snoep, G., Lyons, B., McClenaghan, J., Imai, C., Grierson, B., … Mordijck, S. (2021). Neural-network accelerated coupled core-pedestal simulations with self-consistent transport of impurities and compatible with ITER IMAS. Nuclear Fusion, 61(2), 026006. https://doi.org/10.1088/1741-4326/abb918

Hatfield, P., Gaffney, J., Anderson, G., Ali, S., Antonelli, L., Pree, B. du, … Williams, B. (2021). The data-driven future of high-energy-density physics. Nature, 593(7859), 351-361. https://doi.org/10.1038/s41586-021-03382-w (Original work published 2021)

Ho, A., Citrin, J., Bourdelle, C., Camenen, Y., Casson, F., van de Plassche, K., … JET Contributors,. (2021). Neural network surrogate of QuaLiKiz using JET experimental data to populate training space. Physics of Plasmas, 28(3), 032305. https://doi.org/10.1063/5.0038290

Casiraghi, I., Mantica, P., Kochl, F., Ambrosino, R., Baiocchi, B., Castaldo, A., … Valisa, M. (2021). First-principle based multi-channel integrated modelling in support to the design of the Divertor Tokamak Test facility. Nuclear Fusion, 61(11), 116068. https://doi.org/10.1088/1741-4326/ac21b9

Marin, M., Citrin, J., Garzotti, L., Valovic, M., Bourdelle, C., Camenen, Y., … JET Contributors,. (2021). Multiple-isotope pellet cycles captured by turbulent transport modelling in the JET tokamak. Nuclear Fusion, 61(3), 036042. https://doi.org/10.1088/1741-4326/abda00

Mariani, A., Mantica, P., Casiraghi, I., Citrin, J., Gorler, T., Staebler, G., & Contributors, E. J. (2021). Benchmark of quasi-linear models against gyrokinetic single scale simulations in deuterium and tritium plasmas for a JET high beta hybrid discharge. Nuclear Fusion, 61(6), 066032. https://doi.org/10.1088/1741-4326/abfb12

Van Mulders, S., Felici, F., Sauter, O., Citrin, J., Ho, A., Marin, M., & van de Plassche, K. (2021). Rapid optimization of stationary tokamak plasmas in RAPTOR: demonstration for the ITER hybrid scenario with neural network surrogate transport model QLKNN. Nuclear Fusion, 61(8), 086019. https://doi.org/10.1088/1741-4326/ac0d12

Stephens, C., Garbet, X., Citrin, J., Bourdelle, C., van de Plassche, K., & Jenko, F. (2021). Quasilinear gyrokinetic theory: a derivation of QuaLiKiz. Journal of Plasma Physics, 87(4), 905870409. https://doi.org/10.1017/S0022377821000763 (Original work published 2021)

Rice, J. E., Citrin, J., Cao, N. M., Diamond, P. H., Greenwald, M. J., & Grierson, B. A. (2020). Understanding LOC/SOC phenomenology in tokamaks. Nuclear Fusion, 60(10), 105001. https://doi.org/10.1088/1741-4326/abac4b

Marin, M., Citrin, J., Bourdelle, C., Camenen, Y., Casson, F. J., Ho, A., … JET Contributors,. (2020). First-principles-based multiple-isotope particle transport modelling at JET. Nuclear Fusion, 60(4), 046007. https://doi.org/10.1088/1741-4326/ab60d1