@article{CTT100907152, author = {Methawee Nukunudompanich and H. Yoon and Lee Hyojae and Keisuke Kameda and Manabu Ihara and Sergei Manzhos}, title = {Machine learning of properties of lead-free perovskites with a neural network with additive kernel regression-based neuron activation functions}, journal = {MRS Advances}, year = 2024, } @article{CTT100843346, author = {Y. Koga and K. Hasegawa and H. Lee and K. Kameda and Y. Iida and M. Ihara}, title = {Determination with a Genetic Algorithm of Reactant Coverages on H2/H2O Electrodes Based on Electrochemical Kinetics Under Reversible SOFC/EC Operation}, journal = {Fuel Cells (Topical Issue on “High‐Temperature Electrolysis using Solid Oxide Electrolyzer Cell (HT‐SOEC)”)}, year = 2020, } @inproceedings{CTT100925718, author = {香川 達哉 and 飯嶌 大樹 and Lee Hyojae and Wang Shuai and 亀田 恵佑 and Manzhos Sergei and 伊原 学}, title = {クラスタリングを利用したSHAP値の解析手法によるエネルギー消費行動の可視化}, booktitle = {}, year = 2024, } @inproceedings{CTT100915738, author = {Nukunudompanich and H. Yoon and L. Hyojae and K. Kameda and M. Ihara and S. Manzhos}, title = {Machine learning of properties of perovskites with an NN with additive kernel GPR-based neuron activation functions}, booktitle = {}, year = 2024, } @inproceedings{CTT100909024, author = {亀田 恵佑 and 中川 慶 and 古賀 康友 and Chen Kexin and 高木 伶海 and 若宮 大志郎 and 岡崎 成美 and Lee Hyojae and 大歳 夏生 and Manzhos Sergei and 伊原 学}, title = {電極反応モデルに基づく水素発電におけるBaZr0.9Y0.1O3-δ添加Ni/YSZ燃料極の反応種被覆率の推定}, booktitle = {}, year = 2024, } @inproceedings{CTT100909023, author = {大歳 夏生 and Lee Hyojae and 亀田 恵佑 and Manzhos Sergei and 伊原 学}, title = {リアルタイム雲画像データに基づく日射成分を用いた影を含む太陽電池発電量予測モデル}, booktitle = {}, year = 2024, } @inproceedings{CTT100902468, author = {Lee Hyojae and 津田 舜作 and 飯島 大樹 and 亀田 恵佑 and Manzhos Sergei and 伊原 学}, title = {.電力需要予測の高精度化に向けた高次元電力消費データのエンコーディング手法の提案}, booktitle = {}, year = 2023, } @inproceedings{CTT100898701, author = {S Manzhos and S Tsuda and H Lee and M Ihara}, title = {Hybrid models combining neural networks (NN), Gaussian process regressions (GPR), and high-dimensional model representations (HDMR) for more powerful machine learning.}, booktitle = {}, year = 2023, } @inproceedings{CTT100892217, author = {Sergei Manzhos and Shunsaku Tsuda and Hyojae Lee and Manabu Ihara}, title = {Hybrid models combining neural networks (NN), Gaussian process regressions (GPR), and high-dimensional model representations (HDMR) for more powerful machine learning}, booktitle = {}, year = 2023, } @inproceedings{CTT100886743, author = {Lee Hyojae and 津田 舜作 and 飯嶌 大樹 and Manzhos Sergei and 伊原 学}, title = {建物内人間活動情報を含む高次元エネルギーデータを用いた電力需要予測モデルの提案}, booktitle = {}, year = 2023, } @inproceedings{CTT100881120, author = {飯嶌 大樹 and Lee Hyojae and 津田 舜作 and Manzhos Sergei and 伊原 学}, title = {電力予測モデル構築に向けた高次元エネルギーデータのクラスタリング手法の検討と解析}, booktitle = {}, year = 2022, } @inproceedings{CTT100881124, author = {津田 舜作 and 大久保 辰哉 and Lee Hyojae and 飯嶌 大樹 and 大歳 夏生 and Manzhos Sergei and 伊原 学}, title = {汎用的な電力需要予測に向けた高次元エネルギーデータの分析と回帰モデルの検討}, booktitle = {}, year = 2022, } @inproceedings{CTT100881115, author = {Lee Hyojae and 津田 舜作 and 飯嶌 大樹 and Manzhos Sergei and 伊原 学}, title = {マイクログリッドにおける電力需要予測に向けた高次元データと時定数解析の検討}, booktitle = {}, year = 2022, } @inproceedings{CTT100803779, author = {K. Hasegawa and H. Lee and K. Kameda and Y. Iida and M. Ihara}, title = {Comprehensive Kinetics Model with Competitive Adsorption Reaction on Water Electrode in Reversible Solid Oxide Fuel Cell / Electrolysis}, booktitle = {}, year = 2019, } @inproceedings{CTT100800464, author = {Kei Hasegawa and Hyojae Lee and Keisuke Kameda and Yuta Iida and Manabu Ihara}, title = {Kinetics Model to describe Reversible Operation of Solid Oxide Fuel Cell Electrolysis with Competitive Adsorption Reaction on Anode Triple Phase Boundary}, booktitle = {}, year = 2019, } @inproceedings{CTT100799728, author = {Kei Hasegawa and Hyojae Lee and Keisuke Kameda and Yuta iida and Manabu Ihara}, title = {Unified Kinetics Model of Reversible Solid Oxide Fuel Cell / Electrolysis with Competitive Adsorption Reaction on Anode Triple Phase Boundary}, booktitle = {}, year = 2019, } @inproceedings{CTT100799678, author = {M. Ihara and Y. Kajikawa and T. Shimizu and K. Hasegawa and Y. Kikuchi and M. Tsujimoto and T. Okubo and H. Lee and I. Yamanaka and T. Nozaki and Y. Kudo and H. Takagi and Y. Mizuno and E. Kato and K. Murata and A. Kurosawa and S. Iida and K. Sakata and K. Okazaki}, title = {Techno-economic scenario study on future energy system using hydrogen}, booktitle = {}, year = 2019, } @inproceedings{CTT100771436, author = {T. Okubo and T. Shimizu and H. Lee and K. Hasegawa and M. Ihara}, title = {Feasible distributed energy system using solar cells and hydrogen energy storage technologies}, booktitle = {}, year = 2018, } @inproceedings{CTT100768866, author = {T. Okubo and T. Shimizu and H. Lee and K. Hasegawa and M. Ihara}, title = {Feasible Energy System with Electrochemical Hydrogen Energy Storage for Leveling the Received Electricity at Large-Scale Solar Cell Installation}, booktitle = {}, year = 2018, } @inproceedings{CTT100760732, author = {清水 輝之 and 大久保 辰哉 and 李 孝宰 and 長谷川 馨 and 伊原 学}, title = {水素利用技術および蓄電池を用いた分散型発電・蓄エネルギーシステムの導入分析}, booktitle = {}, year = 2018, } @inproceedings{CTT100760729, author = {大久保 辰哉 and 清水 輝之 and 李 孝宰 and 長谷川 馨 and 伊原 学}, title = {再生可能エネルギー大量導入を想定した電解/燃料電池蓄エネルギーの経済性の検討}, booktitle = {}, year = 2018, } @inproceedings{CTT100758513, author = {H. Lee and Y. Iida and R. Shimamura and K. Hasegawa and M. Ihara}, title = {Modeling Electrolysis Reaction Mechanism of Fuel Electrodes in Reversible Solid Oxide Fuel Cell / Electrolysis Cell (RSOFC/EC) for Hydrogen Energy Storage System}, booktitle = {}, year = 2017, } @inproceedings{CTT100758619, author = {李 孝宰 and 飯田 雄太 and 島村 亮汰 and 長谷川 馨 and 伊原 学}, title = {可逆型固体酸化物燃料電池における包括的水電解/H2発電電極反応モデルの提案}, booktitle = {}, year = 2017, } @inproceedings{CTT100743222, author = {柳川 太佑 and 清水輝之 and 李 孝宰 and 長谷川 馨 and 伊原 学}, title = {実データベースの東工大スマートエネルギーシステムへの水素エネルギーの導入検討}, booktitle = {}, year = 2017, } @inproceedings{CTT100743220, author = {李 孝宰 and 柳川 太佑 and 島村 亮汰 and 長谷川 馨 and 伊原 学}, title = {エネルギーストレージに向けた可逆型固体酸化物燃料電池/水電解システムのモデル化}, booktitle = {}, year = 2017, }