Kyoto University · Faculty of Engineering / Graduate School of Engineering · 教授

Research keywordstokamak transport・plasma turbulence・gyrokinetic modeling・burning plasmas・transport barriers・neoclassical fluxes

Research fieldsPlasma science・Nuclear fusion studies・Computational science

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• Multimodal convolutional neural networks for predicting evolution of gyrokinetic simulationsContributions to Plasma Physics,
• Effect of m/n = 2/1 neoclassical tearing mode on sawtooth collapse in JT-60UPlasma Physics and Controlled Fusion,
• Application of genetic algorithms to modelings of fusion plasma physicsComputer Physics Communications,
• Neural-network-based semi-empirical turbulent particle transport modelling founded on gyrokinetic analyses of JT-60U plasmasNuclear Fusion,

• 計測との比較に向けた不純物輸送の統合モデリング
• 核燃焼プラズマ閉じ込め物理の開拓
• 統合モデルによるトカマク炉心プラズマ動特性の解明とシミュレータの開発
• 原型炉における定常運転シナリオ検討

• Official profile