@book{CTT100900071, author = {Shinichi Ookawara* and Tomoki Yasuda and Yosuke Matsuda and Shiro Yoshikawa and Hideyuki Matsumoto}, title = {Machine Learning in Porous Materials: SVM-Based Characterization and CGAN-Driven Materials Discovery and Design}, publisher = {American Chemical Society}, year = 2022, } @article{CTT100900081, author = {Tomoki Yasuda and Shinichi Ookawara and Shiro Yoshikawa and Hideyuki Matsumoto}, title = {Materials processing model-driven discovery framework for porous materials using machine learning and genetic algorithm: A focus on optimization of permeability and filtration efficiency}, journal = {Chemical Engineering Journal}, year = 2022, } @article{CTT100900080, author = {Yosuke Matsuda and Shinichi Ookawara and Tomoki Yasuda and Shiro Yoshikawa and Hideyuki Matsumoto}, title = {Framework for discovering porous materials: Structural hybridization and Bayesian optimization of conditional generative adversarial network}, journal = {Digital Chemical Engineering}, year = 2022, } @article{CTT100875480, author = {Tomoki Yasuda and Shinichi OOKAWARA and SHIRO YOSHIKAWA and Hideyuki Matsumoto}, title = {Machine Learning and Data-Driven Characterization Framework for Porous Materials: Permeability Prediction and Channeling Defect Detection}, journal = {Chemical Engineering Journal}, year = 2021, } @inproceedings{CTT100875476, author = {Tomoki Yasuda and Shinichi OOKAWARA and SHIRO YOSHIKAWA and Hideyuki Matsumoto}, title = {Machine learning based identification of significant structural features of porous materials for filtration efficiency}, booktitle = {Proceedings of 13th European Congress of Chemical Engineering}, year = 2021, } @inproceedings{CTT100823917, author = {A.Ohashi and M.Kodama and T.Yasuda and S.Hori and K.Suzuki and Ryoji KANNO and S.Hirai}, title = {Influence of Stress Distribution on the Ionic Conductivity of a Sulfide All-Solid-State Lithium-Ion Battery}, booktitle = {}, year = 2020, } @inproceedings{CTT100823916, author = {堀川尚輝 and OHASHIAkinari and 兒玉学 and 保田知輝 and 堀智 and 鈴木耕太 and 菅野了次 and 平井秀一郎}, title = {全固体電池電極合材の構成材料のヤング率がイオン伝導特性に及ぼす影響}, booktitle = {}, year = 2020, } @inproceedings{CTT100817204, author = {大橋 諒斉 and 兒玉 学 and 保田 知輝 and 堀 智 and 鈴木 耕太 and 菅野 了次 and 平井 秀一郎}, title = {X 線 CT と応力分布計算による硫化物系固体電解質ネットワークのイオン伝導特性解析}, booktitle = {}, year = 2019, } @inproceedings{CTT100823968, author = {OHASHIAkinari and 兒玉 学 and 保田 知輝 and 堀 智 and 鈴木 耕太 and 菅野 了次 and 平井秀一郎}, title = {X線CTと有限要素法による全固体電池イオン輸送解析}, booktitle = {}, year = 2019, } @inproceedings{CTT100816252, author = {Tomoki YASUDA and Shinichi OOKAWARA and Shiro YOSHIKAWA and Hideyuki MATSUMOTO}, title = {Machine learning-based framework of descriptor selection for porous material design}, booktitle = {Abstracts of 18th Asian Pacific Confederation of Chemical Engineering Congress ( APCChE 2019)}, year = 2019, } @misc{CTT100896035, author = {保田知輝}, title = {多孔体材料の特性評価と構造設計のための情報および数理科学と数値流体解析連携手法の構築}, year = 2022, } @misc{CTT100896032, author = {保田知輝}, title = {多孔体材料の特性評価と構造設計のための情報および数理科学と数値流体解析連携手法の構築}, year = 2022, } @misc{CTT100896036, author = {保田知輝}, title = {多孔体材料の特性評価と構造設計のための情報および数理科学と数値流体解析連携手法の構築}, year = 2022, } @misc{CTT100896039, author = {保田知輝}, title = {多孔体材料の特性評価と構造設計のための情報および数理科学と数値流体解析連携手法の構築}, year = 2022, } @misc{CTT100911036, author = {大川原真一 and 保田知輝 and 松田陽介 and 吉川史郎 and 松本秀行 and 惣川 真吾  and 橋本 岡 柚希 and 高橋 知典 }, title = {多孔体設計方法、多孔体製造方法}, howpublished = {公開特許}, year = 2023, month = {}, note = {PCT/JP2023/010484(2023/03/16), WO 2023/233759(2023/12/07)} } @misc{CTT100911034, author = {大川原真一 and 保田知輝 and 吉川史郎 and 松本秀行 and 惣川 真吾  and 橋本 岡 柚希 and 高橋 知典 }, title = {多孔体設計方法、多孔体製造方法}, howpublished = {公開特許}, year = 2023, month = {}, note = {PCT/JP2023/010482(2023/03/16), WO 2023/233758(2023/12/07)} } @misc{CTT100907795, author = {大川原真一 and 松田陽介 and 保田知輝 and 吉川史郎 and 松本秀行 and 惣川 真吾  and 橋本 柚希 and 高橋 知典}, title = {多孔質体の設計方法及び多孔質体の製造方法}, howpublished = {公開特許}, year = 2023, month = {}, note = {PCT/JP2022/045085(2022/12/07), WO 2023/176062(2023/09/21)} } @phdthesis{CTT100896035, author = {保田知輝}, title = {多孔体材料の特性評価と構造設計のための情報および数理科学と数値流体解析連携手法の構築}, school = {東京工業大学}, year = 2022, } @phdthesis{CTT100896032, author = {保田知輝}, title = {多孔体材料の特性評価と構造設計のための情報および数理科学と数値流体解析連携手法の構築}, school = {東京工業大学}, year = 2022, } @phdthesis{CTT100896036, author = {保田知輝}, title = {多孔体材料の特性評価と構造設計のための情報および数理科学と数値流体解析連携手法の構築}, school = {東京工業大学}, year = 2022, } @phdthesis{CTT100896039, author = {保田知輝}, title = {多孔体材料の特性評価と構造設計のための情報および数理科学と数値流体解析連携手法の構築}, school = {東京工業大学}, year = 2022, }