Tohoku University · Cooperative Research Center for Future Science and Technology · 特任准教授

Research keywordsLi-ion battery modeling・thermal runaway・battery safety design・electrode microstructure・machine learning・lithium dendrites・solid electrolytes・FIB-SEM imaging

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• A Framework for Optimal Safety Li-ion Batteries Design using Physics-Based Models and Machine Learning ApproachesTakumi Yamanaka, Yoichi Takagishi, Tatsuya Yamaue
• Heating simulation of a Li-ion battery cylindrical cell and module with consideration of gas ejectionYoichi Takagishi, Yasufumi Tozuka, Takumi Yamanaka, Tatsuya Yamaue
• 人工ニューラルネットワークを用いたリチウムイオン電池電極の最適メソスケール構造探索山中拓己, 高岸洋一, 山上達也
• Systematic study of solidification of Lennard-Jones melts including an impurity moleculeY. Takagishi, T. Kubo, H. Hondoh, T. Nakada

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