教員プロフィール：DELAGE REMI ARTHUR TRISTAN 助教
教員プロフィール
◎研究キーワード
Complex systems Chaos Energy systems Data analysis Machine learning
◎研究内容
My research focuses on studying complex nonlinear systems, currently with application for energy systems toward carbon neutrality. It can be summarized in four points:
- Gather or estimate sufficient data with high enough resolution that represent well the diversity in these systems.
- Fill the lack of knowledge on their dynamics from micro to macro scales using appropriate analysis tools from nonlinear science.
- Identify patterns to simplify them objectively with the help of machine learning to support the development of efficient models and decision making.
- Use simulation rather than optimization models considering that the systems are self-organized in a decentralized fashion.
◎産学連携の可能性
◎代表的研究成果
R. Delage, Y. Takayama, H. Hyodo and T. Biwa, Chaos 29 (2019), 093108.
R. Delage, T. Matsuoka and T. Nakata, Energies 14 (2021), 2168
更新日：2022/05/17
データ更新はこちら から
