@book{CTT100882987,
  author = {T. Carrington and S. Manzhos and M. Ihara and T. Carrington},
  title = {“Machine learning for vibrational spectroscopy“},
  publisher = {Elsevier},
  year = 2022,
}

@article{CTT100866901,
  author = {H. Kulik and T. Hammerschmidt and J. Schmidt and S. Botti and M. A. L. Marques and M. Boley and M. Scheffler and M. Todorović and P. Rinke and C. Oses and A. Smolyanyuk and S. Curtarolo and A. Tkatchenko and A. Bartok and S. Manzhos and M. Ihara and T. Carrington and J. Behler and O. Isayev and M. Veit and A. Grisafi and J. Nigam and M. Ceriotti and K. T. Schütt and J. Westermayr and M. Gastegger and R. Maurer and B. Kalita and K. Burke and R. Nagai and R. Akashi and O. Sugino and J. Hermann and F. Noé and S. Pilati and C. Draxl and M. Kuban and S. Rigamonti and M. Scheidgen and M. Esters and D. Hicks and C. Toher and P. Balachandran and I. Tamblyn and S. Whitelam and C. Bellinger and L. M. Ghiringhelli},
  title = {Roadmap on machine learning in electronic structure},
  journal = {Electronic Structure},
  year = 2022,
}

@article{CTT100882991,
  author = {S. Manzhos* and M. Ihara},
  title = {Computational vibrational spectroscopy of molecule-surface interactions: what is still difficult and what can be done about it},
  journal = {Physical Chemistry Chemical Physics},
  year = 2022,
}

@article{CTT100867450,
  author = {Gekko Patria Budiutama and Sergei Manzhos and Manabu Ihara},
  title = {Effective Passivation of TiO2/Si by Interlayer SiOx Controlled by Scanning Zone Annealing for Perovskite/Si Tandem Solar Cell},
  journal = {Solar Energy},
  year = 2022,
}

@article{CTT100884754,
  author = {Sergei Manzhos and Manabu Ihar},
  title = {Advanced Machine Learning Methods for Learning from Sparse Data in High-Dimensional Spaces: A Perspective on Uses in the Upstream of Development of Novel Energy Technologies},
  journal = {Physchem},
  year = 2022,
}

@article{CTT100863177,
  author = {O. Ren and M. Ali Boussaidi and D. Voytsekhovsky and M. Ihara and S. Manzhos},
  title = {Random Sampling High Dimensional Model Representation Gaussian Process Regression (RS-HDMR-GPR) for representing multidimensional functions with machine-learned lower-dimensional terms allowing insight with a general method},
  journal = {Computer Physics Communications},
  year = 2022,
}

@article{CTT100865071,
  author = {Sergei Manzhos and Eita Sasaki and Manabu Ihara},
  title = {Easy representation of multivariate functions with low-dimensional terms via Gaussian process regression kernel design: applications to machine learning of potential energy surfaces and kinetic energy densities from sparse data},
  journal = {Machine Learning: Science and Technology},
  year = 2022,
}

@inproceedings{CTT100884721,
  author = {Gekko Budiutama and Sergei Manzhos and Manabu Ihara},
  title = {Investigation of expressive power of a neural network architecture suited for optical neural networks},
  booktitle = {PROCEEDINGS VOLUME 12318, SPIE/COS PHOTONICS ASIA 2022, Holography, Diffractive Optics, and Applications XII},
  year = 2022,
}

@inproceedings{CTT100884438,
  author = {A. Sorkin and Y. Guo and M. Ihara and S. Manzhos and H. Wang},
  title = {Reversible electrochemical lithiation as a way to facilitate the machining of ceramics: a computational study},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100884434,
  author = {Gekko Budiutama and Sergei Manzhos and Manabu Ihara},
  title = {Hybrid Density Functional based Tight Binding-Molecular Mechanics Approach with Machine Learned Potentials for Large-Scale Materials Modeling},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100884435,
  author = {Gekko Budiutama and Sergei Manzhos and Manabu Ihara},
  title = {Investigation of expressive power of a neural network architecture suited for optical neural networks},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100885407,
  author = {大屋 昌士 and 汪帥 and 濵﨑 博 and Manzhos Sergei and 伊原 学},
  title = {配電領域を考慮した太陽光発電の導入ポテンシャルの精緻化による国内水素製造量の影響評価},
  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{CTT100881122,
  author = {有賀 嵩晃 and 亀田 恵佑 and 伊藤 和真 and Manzhos Sergei and 伊原 学},
  title = {プロトン伝導体の原子価結合法計算に向けたニューラルネットワークモデルの適用},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100881119,
  author = {白倉 沙也加 and 大久保 辰哉 and (東芝) 松岡 敬・ (東芝エネルギーシステムズ) 松永 健太郎 and (法)佐藤 純一 and Manzhos Sergei and 伊原 学},
  title = {低炭素と経済性の両立に向けた建物規模分散型水素蓄エネルギーシステムの最適化設計},
  booktitle = {},
  year = 2022,
}

@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{CTT100881117,
  author = {大久保 辰哉 and (ENEOS) (法)原田 耕佑 and (法)高見 洋史 and Sergei Manzhos and 伊原 学},
  title = {卸電力市場からの電源調達を考慮した燃料電池を含む再エネ水素ステーションの最適設計},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100881116,
  author = {大屋 昌士 and 濵﨑 博 and Manzhos Sergei and 伊原 学},
  title = {配電領域における太陽光発電の導入ポテンシャルの精緻化及び経済最適化モデルを用いた導入影響評価},
  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{CTT100881109,
  author = {伊原 学},
  title = {カーボンニュートラル社会実現に求められる化学と技術 -水素の活用とカーボン空気二次電池，そしてエネルギービッグデータ科学-},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100881683,
  author = {伊原学},
  title = {エネルギー・情報卓越教育院と Tokyo Tech GXI との協創},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100874601,
  author = {伊原 学},
  title = {次世代の太陽電池、燃料電池、そしてスマートエネルギーシステム},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100874602,
  author = {Manabu Ihara},
  title = {A carbon-neutral intelligent energy system using hydrogen technologies and big data},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100878504,
  author = {P. Sundarapura and M. Ihara and S. Manzhos},
  title = {Density functional tight binding modeling of porous silicon for all-silicon tandem solar cells},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100878505,
  author = {T. Ariga and K. Kameda and M. Ihara and S. Manzhos},
  title = {Machine learning based enhancement of the bond valence method for rapid screening of solid state ionic conductors},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100878508,
  author = {Sergei Manzhos and Manabu Ihara},
  title = {Machine learning of potentials and functionals from sparse data and how to get insight with a black box method},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100867440,
  author = {Li Ruicheng and Hasegawa Kei and Manzhos Sergei and Ihara Manabu and Waki Keiko},
  title = {Investigating the Structural Change of PbI2-rich Perovskite Solar Cells After Storage},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100867439,
  author = {Sundarapura Panus and Manzhos Sergei and Ihara Manabu},
  title = {Modeling of the Effects of Porosity and Passivation on Porous Silicon},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100867091,
  author = {伊原学},
  title = {カーボンニュートラルに向けた系統協調/分散型エネルギーシステム“エネスワロー”の開発},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100867090,
  author = {伊原学},
  title = {カーボンフリー社会に向けた高温動作の固体酸化物燃料電池/電解セルの開発},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100866967,
  author = {大歳 夏生 and 大久保 辰哉 and 長谷川 馨 and Manzhos Sergei and 伊原学},
  title = {影を含む太陽電池発電量予測における日射強度推定モデルと実測値による機械学習の検討},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100866966,
  author = {有賀 嵩晃 and 亀田 恵佑 and 佐々木 瑛太 and 長谷川馨 and Manzhos Sergei and 伊原学},
  title = {原子価結合法への機械学習の適用によるペロブスカイト型プロトン伝導体探索の検討},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100866964,
  author = {安元 慈瑛 and 鈴木 一馬 and Budiutama Gekko and 長谷川 馨 and Manzhos Sergei and 伊原学},
  title = {熱分解を抑えた高速熱処理によるペロブスカイト活性層の大粒径化},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100866962,
  author = {大屋 昌士 and 長谷川 馨 and 濱崎 博 and 伊原学},
  title = {経済最適化モデルを用いた配電網領域の系統制約による太陽光発電の導入影響評価},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100865073,
  author = {伊原 学},
  title = {ビッグデータを活用する系統協調/分散型エネルギーシステムと必要となるデバイス開発-再エネの最大導入と水素/カーボンによるエネルギー貯蔵-},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100867444,
  author = {Chen Kexin and Hasegawa Kei and Manzhos Sergei and Ihara Manabu and Waki Keiko},
  title = {Study on Activity of Citric Acid-decorated Carbon Nanotubes for Oxygen Reduction Reaction},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100867443,
  author = {Chen Kexin and Hasegawa Kei and Manzhos Sergei and Ihara Manabu and Waki Keiko},
  title = {Study on Activity of Citric Acid-decorated Carbon Nanotubes for Oxygen Reduction Reaction},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100867442,
  author = {Chen Kexin and Hasegawa Kei and Manzhos Sergei and Ihara Manabu and Waki Keiko},
  title = {Study on Activity of Citric Acid-decorated Carbon Nanotubes for Oxygen Reduction Reaction},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100862479,
  author = {Keisuke Kameda and Takaaki Ariga and Sergei Manzhos and Manabu Ihara},
  title = {Enhancing the bond valence representation for prescreening of solid state ionic conductors},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100865072,
  author = {伊原学},
  title = {カーボンフリー社会に向けたエネルギーシステムと求められるデバイス開発},
  booktitle = {},
  year = 2022,
}

@inproceedings{CTT100862480,
  author = {Sergei Manzhos and Manabu Ihara},
  title = {Non-parametric machine learning for orbital-free DFT simulations},
  booktitle = {},
  year = 2022,
}

@misc{CTT100881686,
  author = {伊原 学},
  title = {お宅のソーラー発電見せてください！},
  year = 2022,
}

@misc{CTT100881684,
  author = {伊原 学},
  title = {東京工業大学 環境エネルギーイノベーション棟とカーボンニュートラル研究/ 教育拠点への発展},
  year = 2022,
}

@misc{CTT100878389,
  author = {伊原学},
  title = {この研究が未来を創る— カーボンニュートラルの実現に貢献するエネルギーシステム「エネスワロー」},
  year = 2022,
}

@misc{CTT100881685,
  author = {伊原 学},
  title = {カーボンニュートラル},
  year = 2022,
}

@misc{CTT100877898,
  author = {伊原学},
  title = {余ったら おすそ分け！自給自足のビル},
  year = 2022,
}

@misc{CTT100877897,
  author = {伊原学},
  title = {東京工業大学、新しいエネルギー社会を変革・デザインする卓越人材を育成},
  year = 2022,
}

@misc{CTT100877896,
  author = {伊原学},
  title = {炭素を使って脱炭素？},
  year = 2022,
}

@misc{CTT100877895,
  author = {伊原学},
  title = {東工大、カーボン空気蓄電池システムを開発 大容量蓄電に期待},
  year = 2022,
}

@misc{CTT100877894,
  author = {伊原学},
  title = {CO₂を利用する新しい蓄電池},
  year = 2022,
}

@misc{CTT100883372,
  author = {伊原学 and 大久保辰哉},
  title = {系統協調／分散型エネルギーシステムおよび情報プラットフォーム},
  howpublished = {公開特許},
  year = 2022,
  month  = {},
  note   = {特願2020-218256(2020/12/28), 特開2022-103551(2022/07/08)}
}


@misc{CTT100828289,
  author = {伊原学 and 長谷川馨 and 亀田恵佑},
  title = {二次電池及びそれを用いた充放電方法},
  howpublished = {登録特許},
  year = 2022,
  month  = {},
  note   = {特願2018-164605(2018/09/03), 特開2020-038770(2020/03/12), 特許第7182251号(2022/11/24)}
}