Sogabe Tomah 曽我部東馬

… Alternative Names

曽我部東馬ソガベトウマ

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Researcher Number	90778367
Other IDs
Affiliation (Current)	2025: 電気通信大学, i－パワードエネルギー・システム研究センター, 教授
Affiliation (based on the past Project Information) *help	2024: 電気通信大学, i－パワードエネルギー・システム研究センター, 教授 2023: 電気通信大学, i－パワードエネルギー・システム研究センター, 准教授 2017 – 2020: 電気通信大学, i－パワードエネルギー・システム研究センター, 准教授
Review Section/Research Field	Except Principal Investigator Basic Section 25010:Social systems engineering-related / Applied informatics and related fields
Keywords	Except Principal Investigator インターネット型電力プラットフォーム / 円筒形太陽電池ユニット / インターネット型エネルギープラットフォーム / 円筒形太陽電池 / レジリエンス / 再生可能エネルギー / カーボンニュートラル / レジリエンスエンジニアリング / 創発性不具合 / DQNアルゴリズム … More / 創発的不具合 / 重複分散運用 / 制御系セキュリティ / 物理型AI / バーチャルグリッド / 協調給電 / システムレジリエンス / 制御セキュリティ / 深層強化学習 / ポリシーアウェアDCネットワーキング / バーチェルグリッド Less

小規模創電・蓄電の統合運用を可能にするインターネット型電力プラットフォーム
- Principal Investigator
  
  横川慎二
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 25010:Social systems engineering-related
- Research Institution
  The University of Electro-Communications
Development and demonstration of the renewable energy-oriented autonomous distributed grid by the cooperative power supply
- Principal Investigator
  
  Yokogawa Shinji
- Project Period (FY)
  2017 – 2020
- Research Category
  
  Grant-in-Aid for Challenging Research (Pioneering)
- Research Field
  
  Applied informatics and related fields
- Research Institution
  The University of Electro-Communications

All 2024 2023 2021 2020 2019 2018 2017

All Journal Article Presentation Book

[Book] 量子技術の実用化と研究開発業務への導入方法2023
- Author(s)
  曽我部　東馬他
- Total Pages
  483
- Publisher
  技術情報協会
- Data Source
  KAKENHI-PROJECT-23K26330
[Book] Pythonによる異常検知2021
- Author(s)
  曽我部東馬、曽我部完
- Total Pages
  272
- Publisher
  オーム社
- ISBN
  9784274225413
- Data Source
  KAKENHI-PROJECT-20K20314
[Book] 工場・製造プロセスへのＩｏＴ・ＡＩ導入と活用の仕方2020
- Author(s)
  曽我部東馬他共著
- Total Pages
  605
- Publisher
  技術情報協会
- ISBN
  9784861048326
- Data Source
  KAKENHI-PROJECT-20K20314
[Book] 強化学習アルゴリズム入門2019
- Author(s)
  曽我部　東馬
- Total Pages
  192
- Publisher
  オーム社
- ISBN
  427422371X
- Data Source
  KAKENHI-PROJECT-20K20314
[Book] 機械学習を中心とした異常検知技術と応用提案2019
- Author(s)
  曽我部　東馬他
- Total Pages
  230
- Publisher
  株式会社情報機構
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] Enhanced Hot‐Phonon Bottleneck Effect on Slowing Hot Carrier Cooling in Metal Halide Perovskite Quantum Dots with Alloyed A‐Site2023
- Author(s)
  Li Hua、Wang Qing、Oteki Yusuke、Ding Chao、Liu Dong、Guo Yao、Li Yusheng、Wei Yuyao、Wang Dandan、Yang Yongge、Masuda Taizo、Chen Mengmeng、Zhang Zheng、Sogabe Tomah、Hayase Shuzi、Okada Yoshitaka、Iikubo Satoshi、Shen Qing
- Journal Title
  
  Advanced Materials
  
  Volume: 35 Issue: 38
- DOI
  10.1002/adma.202301834
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K26330
[Journal Article] Drift-Diffusion Simulation of Intermediate Band Solar Cell: Effect of Intermediate Band Continuity Constraint2023
- Author(s)
  Kodai Shiba, Yoshitaka Okada, Tomah Sogabe
- Journal Title
  
  Journal of Nanomaterials
  
  Volume: 2023 Pages: 1-17
- DOI
  10.1155/2023/5578627
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K26135, KAKENHI-PROJECT-23K26330
[Journal Article] Inverse design of intermediate band solar cell via a joint drift-diffusion simulator and deep reinforcement learning scheme2023
- Author(s)
  Kodai Shiba, Naoya Miyashita, Yoshitaka Okada, Tomah Sogabe
- Journal Title
  
  Japanese Journal of Applied Physics
  
  Volume: 62 Issue: SK Pages: SK1046-SK1046
- DOI
  10.35848/1347-4065/acd34f
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K26135, KAKENHI-PROJECT-23K26330
[Journal Article] Experimental demonstration of energy-transfer ratchet intermediate-band solar cell2021
- Author(s)
  Tomah Sogabe, Chao-Yu Hung, Ryo Tamaki, Stanko Tomic, Koichi Yamaguchi, Ned Ekins-Daukes, Yoshitaka Okada
- Journal Title
  
  Communications Physics
  
  Volume: 4 Issue: 1 Pages: 38-38
- DOI
  10.1038/s42005-021-00543-1
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H02541, KAKENHI-PROJECT-20K20314
[Journal Article] 超スマート社会を支えるi-パワードエネルギー・システム2019
- Author(s)
  横川慎二，市川晴久，曽我部東馬，澤田賢治，早瀬修二，大川富雄
- Journal Title
  
  品質
  
  Volume: 49 Pages: 228-231
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] Low sunlight concentration properties of InAs ultrahigh-density quantum-dot solar cells2019
- Author(s)
  Suzuki Ryosuke、Terada Keisuke、Sakamoto Katsuyoshi、Sogabe Tomah、Yamaguchi Koichi
- Journal Title
  
  Japanese Journal of Applied Physics
  
  Volume: 58 Issue: 7 Pages: 071004-071004
- DOI
  10.7567/1347-4065/ab2436
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] Temperature Dependence of Luminescence Coupling Effect in InGaP/GaAs/Ge Triple Junction Solar Cells2018
- Author(s)
  Bernice Mae Yu Jeco, T.Sogabe, N. Ahsan, Y. Okada
- Journal Title
  
  Journal of Photonics for Energy
  
  Volume: 8
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] Growth Process and Photoluminescence Properties of In-Plane Ultrahigh-Density InAs Quantum Dots on InAsSb/GaAs(001) (Phys. Status Solidi B 4/2018)2018
- Author(s)
  Oikawa Shingo、Makaino Akinori、Sogabe Tomah、Yamaguchi Koichi
- Journal Title
  
  physica status solidi (b)
  
  Volume: 255 Issue: 4 Pages: 1870115-1870115
- DOI
  10.1002/pssb.201870115
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] Self-Formation of InAs Quantum Dots on SiOx/Semiconductor Substrates by Molecular Beam Deposition2018
- Author(s)
  A. Makaino, K. Sakamoto, T. Sogabe, S. Kobayashi and K. Yamaguchi
- Journal Title
  
  Applied Physics Express
  
  Volume: 11 Issue: 8 Pages: 0855011-4
- DOI
  10.7567/apex.11.085501
- NAID
  210000136322
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K06342, KAKENHI-PROJECT-20K20314
[Journal Article] 深層学習・深層強化学習を応用したエネルギーシステムの最適化2018
- Author(s)
  曽我部東馬, 横川慎二
- Journal Title
  
  日本信頼性学会誌
  
  Volume: 40 Pages: 87-93
- NAID
  130007724407
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] 層学習・深層強化学習を応用したエネルギーシステムの最適化2018
- Author(s)
  曽我部東馬, 横川慎二
- Journal Title
  
  日本信頼性学会誌
  
  Volume: 40 Pages: 87-93
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] Optical transition and carrier relaxation in a type-II InAs/GaAsSb quantum dot layer2018
- Author(s)
  Sugiyama Ryo、Tatsugi Sho、Sogabe Tomah、Yamaguchi Koichi
- Journal Title
  
  Japanese Journal of Applied Physics
  
  Volume: 58 Issue: 1 Pages: 012004-012004
- DOI
  10.7567/1347-4065/aae8ea
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] Impact of optically nonuniform luminescence coupling effect to the limiting cell conversion efficiency in InGaP/GaAs/Ge triple junction solar cell2017
- Author(s)
  Yu Jeco Bernice Mae F.、Sogabe Tomah、Tamaki Ryo、Ahsan Nazmul、Okada Yoshitaka
- Journal Title
  
  Journal of Photonics for Energy
  
  Volume: 7 Issue: 3 Pages: 035501-035501
- DOI
  10.1117/1.jpe.7.035501
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] 再生可能エネルギー指向自律分散グリッドーバーチャルグリッドー2017
- Author(s)
  横川慎二，市川晴久，曽我部東馬，澤田賢治，川喜田佑介
- Journal Title
  
  日本信頼性学会誌
  
  Volume: 39 Pages: 8-15
- NAID
  130007688178
- Data Source
  KAKENHI-PROJECT-20K20314
[Journal Article] Growth Process and Photoluminescence Properties of In-Plane Ultrahigh-Density InAs Quantum Dots on InAsSb/GaAs(001)2017
- Author(s)
  Oikawa Shingo、Makaino Akinori、Sogabe Tomah、Yamaguchi Koichi
- Journal Title
  
  physica status solidi (b)
  
  Volume: 255 Issue: 4 Pages: 1700307-1700307
- DOI
  10.1002/pssb.201700307
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] バイアス光照射による薄膜タンデム太陽電池の各サブセル I-V 測定2024
- Author(s)
  稲葉大陸 ,伊坪壮太 ,宮下直也, 曽我部東馬, 岡田至崇 , 山口浩一
- Organizer
  第71回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-23K26330
[Presentation] オンラインシステム同定を統合したモンテカルロモデル予測制御による連続量子誤り訂正2024
- Author(s)
  古賀諒介,笠原伸容,斯波廣大,Chen Chih-Chieh,曽我部東馬
- Organizer
  第11回量子ソフトウェア研究会
- Data Source
  KAKENHI-PROJECT-23K26330
[Presentation] Control of Orientation of Reactive Sputtering Grown MoS2 Films2023
- Author(s)
  M.Kim, T.Sogabe, Y.Okada
- Organizer
  The 2023 IEEE Electron Devices Technology and Manufacturing (IEEE EDTM 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-23K26330
[Presentation] A quadratic unconstrained binary optimization formulation for the multi-period unit commitment problem2023
- Author(s)
  Chen Chih-Chieh, Kasahara Nobuhiro, Sogabe Masaru, Shiba Kodai, Sogabe Tomah
- Organizer
  第10回量子ソフトウェア研究発表会
- Data Source
  KAKENHI-PROJECT-23K26330
[Presentation] Risk-Hedging AI-driven Optimization in Microgrid Renewable Energy Systems2023
- Author(s)
  T.Sogabe
- Organizer
  UEC-SAARC Symposium on Emerging Technologies (USSET 2023)
- Invited
- Data Source
  KAKENHI-PROJECT-23K26330
[Presentation] モデル予測制御を用いたハイブリッド型量子誤り訂正手法の開発2023
- Author(s)
  笠原伸容,　曽我部東馬
- Organizer
  2023年度未踏ターゲット事業(量子コンピューティング技術分野) 成果報告会
- Data Source
  KAKENHI-PROJECT-23K26330
[Presentation] コアシェル量子ドットの光物性予測における第一原理計算と AI 逆設計手法の応用2021
- Author(s)
  吉田響、坂本克好、山口浩一、沈青、岡田至崇、曽我部東馬
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 強化学習を用いた量子井戸の電荷型量子ビットの電磁波の振幅の最適化2021
- Author(s)
  熊倉健太、坂本克好、曽我部東馬
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 連続行動型深層強化学習を用いた半透明薄型中間バンド太陽電池の3次元逆設計2021
- Author(s)
  斯波廣大、坂本克好、山口浩一、沈青、岡田至崇、曽我部東馬
- Organizer
  第68回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 部分観測マルコフ決定過程(POMDP)を用いた異常前兆予測検知手法の開発2020
- Author(s)
  木村友彰、 Malla Dinesh、曽我部完、坂本克好、山口浩一、曽我部東馬
- Organizer
  第34回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] ベイジアン逆強化学習を用いた異常前兆予測検知手法の開発2020
- Author(s)
  Malla Dinesh、木村友彰、曽我部完、坂本克好、山口浩一、曽我部東馬
- Organizer
  第34回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] AI予測最適化手法を用いたペロブスカイト/PbSコロイド量子ドット中間バンド太陽電池の逆設計2020
- Author(s)
  斯波廣大, 坂本克好, 山口浩一, 沈青, 岡田至崇, 曽我部東馬
- Organizer
  第81回応用物理学会秋季術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 再生エネルギーミックスにおける深層強化学習予測・最適化技術の開発2020
- Author(s)
  曽我部東馬, Dinesh Malla, 坂本克好
- Organizer
  第63回自動制御連合講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 深層強化学習を用いた AGV搬送システムのオンライン最適化2020
- Author(s)
  Sung Jaebok、高橋慧、Malla Dinesh、坂本克好、山口浩一、曽我部東馬
- Organizer
  第34回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 1AO.2.3 Demonstration of GaAs-Based Energy-Transfer Ratchet Intermediate-Band Solar Cell2020
- Author(s)
  Tomah Sogabe, C.-Y. Hung, R. Tamaki, S. Tomic, N. Ekins-Daukes, Y. Okada
- Organizer
  EU PVSEC 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 深層強化学習を用いたアメリカンフットボールコーチング戦略の研究2020
- Author(s)
  高柳里紗、 Malla Dinesh、酒井剛、曽我部東馬
- Organizer
  第34回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 量子近似最適化アルゴリズム(QAOA)を用いた複数制約条件付き最適化問題への応用2020
- Author(s)
  斯波廣大、Chen Chih-Chieh、曽我部完、坂本克好、山口浩一、曽我部東馬
- Organizer
  第34回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Q-learning for square lattice Ising model2020
- Author(s)
  ChihChieh Chen, 斯波廣大, 曽我部完, 坂本克好, 曽我部東馬
- Organizer
  第81回応用物理学会秋季術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Hybrid Quantum Dynamic Programming and Beyond2020
- Author(s)
  Tomah Sogabe
- Organizer
  IBM Quantum Summit
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Bootstrapping Baysian Inverse Reinforcement Learning in Robotics through VR Demonstration2020
- Author(s)
  Sogabe Reed、木村友彰、Malla Dinesh、曽我部完、坂本克好、曽我部東馬
- Organizer
  第34回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] ハイブリッド量子古典的 Ulam-von Neumann線形ソルバーベースの量子動的プログラミングアルゴリズムの開発2020
- Author(s)
  Chen Chih-Chieh、斯波廣大、曽我部完、坂本克好、曽我部東馬
- Organizer
  第34回人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Variational Quantum Support Vector Machine based on Deutsch-Jozsa Ranking2019
- Author(s)
  Koudai Shiba, Katsuyoshi Sakamoto, Tomah Sogabe
- Organizer
  NCSS: International Workshop on Networking, Computing, Systems, and Software
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Quantum Circuit Learning Using Error Backpropagation2019
- Author(s)
  Masaya Watabe, Koudai Shiba, Katsuyoshi Sakamoto, Tomah Sogabe
- Organizer
  NCSS: International Workshop on Networking, Computing, Systems, and Software
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Multi-carrier energy hub management through deep deterministic policy gradient over continuous action space2019
- Author(s)
  Tomah Sogabe, Dinesh Bahadur Malla, Tomoyuki Hioki, Kei Takahashi, Masaru Sogabe, Katsuyoshi Sakamoto, Koichi Yamaguchi
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 面内超高密度InAs量子ドット層を導入した量子ドット太陽電池の集光特性(2)2019
- Author(s)
  戸川匠，鈴木亮介，寺田圭佑，坂本克好，曽我部東馬，山口浩一
- Organizer
  第66回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 密度球を用いたGraph CNN深層学習手法による渋滞予測2019
- Author(s)
  高橋慧, 坂本克好, 山口浩一, 沼尻匠, 曽我部完, 曽我部東馬
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Implementing Classical-Quantum Hybrid Machine Learning Algorithms2019
- Author(s)
  Tomah Sogabe
- Organizer
  The International Workshop on Quantum Computing, Information Processing and Machine Learning (IWQCIPML)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Sunlight Concentration Properties of InAs/InAsSb Ultrahigh-Density Quantum -Dot Solar Cells2019
- Author(s)
  K. Terada, T. Togawa, F. Ozeki, K. Sakamoto, T. Sogabe and K. Yamaguchi
- Organizer
  The 46th IEEE Photovoltaic Specialists Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Attention-masking extended deep Q network (AME-DQN）reinforcement learning algorithm for combinatory optimization of smart-grid energy2019
- Author(s)
  Dinesh Bahadur Malla, Tomoyuki Hioki, Kei Takahashi, Masaru Sogabe, Katsuyoshi Sakamoto, Koichi Yamaguchi, Tomah Sogabe
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 励起子型量子ゲートシミュレーター手法による量子ドット発光解析2019
- Author(s)
  曽我部東馬、斯波廣大　坂本克好、山口浩一
- Organizer
  第80回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 量子コンピューティングにおける最適解の全量子探索2019
- Author(s)
  曽我部東馬, 斯波　廣大, 坂本克好,　山口浩一, Dinesh Bahadur Malla
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Multi-agent Based Energy Balancing Management Algorithm for Smart Grid System2019
- Author(s)
  Dinesh Bahadur Malla, Katsuyoshi Sakamoto, Tomah Sogabe
- Organizer
  NCSS: International Workshop on Networking, Computing, Systems, and Software
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Online optimization of AGV transport systems using deep reinforcement learning2019
- Author(s)
  Kei Takahashi, Tomah Sogabe
- Organizer
  NCSS: International Workshop on Networking, Computing, Systems, and Software
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 量子シミュレーターを用いた畳み込み型量子自己符号化器の開発2019
- Author(s)
  斯波　廣大, 坂本克好,　山口浩一, Dinesh Bahadur Malla, 曽我部東馬
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] An Approach to Renewable-Energy Dominant Grids via Distributed Electrical Energy Platform for IoT Systems2019
- Author(s)
  H. Ichikawa, S. Yokogawa, Y. Kawakita, K. Sawada, T. Sogabe, A. Minegishi, H. Uehara
- Organizer
  IEEE SmartGridComm
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] i-パワードエネルギーによるデータ駆動型社会基盤と不具合未然防止2019
- Author(s)
  横川慎二，市川晴久，澤田賢治，曽我部東馬，川喜田佑介
- Organizer
  横幹連合コンファレンス
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Development of Alpha Zero-based Reinforcement Learning Algorithm for Solving Partially Observable Markov Decision Process (POMDP) Problem2019
- Author(s)
  Tomoaki Kimura, Katsuyoshi Sakamoto, Tomah Sogabe
- Organizer
  NCSS: International Workshop on Networking, Computing, Systems, and Software
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] アルファゼロ型強化学習アルゴリズムを用いた最適制御手法の開発2019
- Author(s)
  渡部雅也, 楊坤, Dinesh Bahadur Malla, 坂本克好, 山口浩一, 曽我部東馬
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 汎化ゴールにおける連続動作型ロボットアームの深層強化学習手法の開発2019
- Author(s)
  木村友彰, 渡部雅也, 坂本克好, 山口浩一, Dinesh Bahadur Malla, 曽我部東馬
- Organizer
  人工知能学会全国大会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Smart Grid Optimization by Deep Reinforcement Learning over Discrete and Continuous Action Space2018
- Author(s)
  T.Hirata, D.Malla, K.Sakamoto, K. Yamaguch, Y. Okada, T.Sogabe
- Organizer
  International Workshop on Networking, Computing, Systems, and Software
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 特徴グラフを用いた汎用型CNN深層学習手法の開発2018
- Author(s)
  高橋彗, 沼尻匠, 曽我部完, 坂本克好, 山口浩一, 横川慎二, 曽我部東馬
- Organizer
  2018年度人工知能学会全国大会（第32回）
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 離散および連続的動作空間における深層強化学習を用いたスマートエネルギーシステムの最適化,2018
- Author(s)
  日置智之、Malla Dinesh、山口浩一、曽我部東馬
- Organizer
  第９回横幹連合コンファレンス
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 量子自己符号器の開発,2018
- Author(s)
  黄川田優太, 坂本克好, 山口浩一, Thakur Praveen Singh, 曽我部完, 横川慎二,曽我部東馬
- Organizer
  2018年度人工知能学会全国大会（第32回）
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Smart Grid Optimization By Deep Reinforcement Learning Over Discrete And Continuous Action Space2018
- Author(s)
  T. Sogabe, D.B.Malla, S, Takayama, S.Shin,,K.Sakamoto, K.Yamaguchi, M.Sogabe, Y.Okada T.Hirata
- Organizer
  The 7th World Conference on Photovoltaic Energy Conversion (WCPEC-7)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Self-Formation of InAs Quantum Dots on Oxide/Semiconductor Substrates by Molecular Beam Deposition2018
- Author(s)
  K. Yamaguchi, A. Makaino, K. Sakamoto and T. Sogabe
- Organizer
  Compound Semiconductor Week 2018 (CSW-2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Hybrid Policy Gradient for Deep Reinforcement Learning2018
- Author(s)
  D.Malla, K.Sakamoto, K.Yamaguchi, S.Yokogawa, T. Sogabe
- Organizer
  International Workshop on Networking, Computing, Systems, and Software
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Development of generic CNN deep learning method using feature graph2018
- Author(s)
  K.Takahashi, T.Numajiri, K.Sakamoto, K.Yamaguchi, T. Sogabe
- Organizer
  CANDAR2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 分子線堆積法によるSiOx/半導体基板上へのInAs量子ドットの自己形成(2)2018
- Author(s)
  馬飼野彰宜, 坂本克好，曽我部東馬，山口浩一
- Organizer
  第79回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] ハイブリッド方策勾配型深層強化学習手法の開発2018
- Author(s)
  Thakur Praveen Singh, Masaru Sogabe, Katsuyoshi Sakamoto, Koichi Yamaguchi, Dinesh Bahadur Malla, Shinji Yokogawa, Tomah Sogabe
- Organizer
  2018年度人工知能学会全国大会（第32回）
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 離散および連続的動作空間における深層強化学習を用いたスマートエネルギーシステムの最適化2018
- Author(s)
  Tomah Sogabe, Dinesh Bahadur Malla, Shota Takayama, Shinji Yokogawa, Katsuyoshi Sakamoto, Koichi Yamaguchi, Thakur Praveen Singh, Masaru Sogabe
- Organizer
  2018年度人工知能学会全国大会（第32回）
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 励起子型量子アニーリング手法の開発と量子ドット発光解析への応用2018
- Author(s)
  袴田紘斗, 曽我部東馬, 山口浩一
- Organizer
  第79回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 面内超高密度InAs量子ドット層を導入した量子ドット太陽電池の集光特性2018
- Author(s)
  鈴木亮介, 坂本克好，曽我部東馬，山口浩一
- Organizer
  第79回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Photoluminescence Mapping of In-Plane Ultrahigh-Density InAs Quantum Dots for Solar Cell Applications2018
- Author(s)
  S. Tatsugi, R. Sugiyama, T. Kato, T. Sogabe and K. Yamaguchi
- Organizer
  The 7th World Conference on Photovoltaic Energy Conversion (WCPEC-7)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 面内超高密度InAs量子ドット層を導入した太陽電池のドリフト・拡散モデルによる特性解析2018
- Author(s)
  寺田圭佑，鈴木亮介，坂本克好，曽我部東馬，山口浩一
- Organizer
  第65回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] スマートエネルギーネットワークの最適化における深層強化学習の応用2017
- Author(s)
  黄川田優太，武石将知，曽我部東馬
- Organizer
  第60回自動制御連合講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] GRID Inc: Deep learning framework for industrial and engineering optimization application～産業最適化のための深層学習フレームワーク～2017
- Author(s)
  曽我部東馬
- Organizer
  Stanford Silicon Valley New Japan Project公開講座
- Invited
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 面内超高密度InAs量子ドット層を導入した太陽電池におけるUrbach tailの影響2017
- Author(s)
  鈴木亮介, 杉山涼, 加藤智恵, 曽我部東馬, 山口浩一
- Organizer
  第78回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Evaluation of In-Plane Ultrahigh-Density InAs Quantum Dots on GaAsSb/GaAs(001) for Solar Cell Applications2017
- Author(s)
  R.Sugiyama, N. Akimoto, T. Sogabe and Koichi Yamaguchi
- Organizer
  44th IEEE Photovoltaic Specialists Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] GaAsSb/GaAs(001)上の高密度高密度 InAs量子ドット量子ドット層の発光特性2017
- Author(s)
  杉山涼, 立木象, 曽我部東馬, 山口浩一
- Organizer
  第78回応用物理学会秋季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Self-formation of in-plane ultrahigh-density InAs quantum dots and their photoluminescence properties2017
- Author(s)
  A. Makaino, K.Sakamoto, T.Sogabe and K. Yamaguchi
- Organizer
  Compound Semiconductor Week
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] Hot Carrier Transportation Dynamics in InAs/GaAs Quantum Dot Solar Cell2017
- Author(s)
  T.Sogabe, K. Nii, K. Sakamoto, K. Yamaguchi, Y. Okada
- Organizer
  44th IEEE Photovoltaic Specialists Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] 量子物理と深層学習を融合した量子人工知能の開発2017
- Author(s)
  曽我部東馬
- Organizer
  東京大学先端研究所
- Invited
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] High density quantum dot solar cells for concentrating photovoltaics (CPV)2017
- Author(s)
  Y.Okada , Y.Shoji, C-Y, Hung , D.J. Farrell, T. Sogabe
- Organizer
  IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K20314
[Presentation] GaAsSb/GaAs(001)上の高密度InAs量子ドット層の発光特性2017
- Author(s)
  杉山涼, 秋元直己, 曽我部東馬, 山口浩一
- Organizer
  第64回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-20K20314

1. Yokogawa Shinji (40718532)

# of Collaborated Projects: 2 results

# of Collaborated Products: 11 results
2. 川喜田佑介 (30468540)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
3. 澤田賢治 (80550946)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
4. 市川晴久 (80463959)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
5. 戸辺義人 (60327666)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 早瀬修二 (80336099)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
7. 中山舜民 (90847196)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 岡田至崇

# of Collaborated Projects: 0 results

# of Collaborated Products: 3 results
9. 山口浩一

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Sogabe Tomah 曽我部 東馬

曽我部 東馬 ソガベ トウマ

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小規模創電・蓄電の統合運用を可能にするインターネット型電力プラットフォーム

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Development and demonstration of the renewable energy-oriented autonomous distributed grid by the cooperative power supply

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[Book] 量子技術の実用化と研究開発業務への導入方法2023

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[Book] Pythonによる異常検知2021

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[Book] 工場・製造プロセスへのＩｏＴ・ＡＩ導入と活用の仕方2020

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[Book] 強化学習アルゴリズム入門2019

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[Book] 機械学習を中心とした 異常検知技術と応用提案2019

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[Journal Article] Enhanced Hot‐Phonon Bottleneck Effect on Slowing Hot Carrier Cooling in Metal Halide Perovskite Quantum Dots with Alloyed A‐Site2023

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[Journal Article] Drift-Diffusion Simulation of Intermediate Band Solar Cell: Effect of Intermediate Band Continuity Constraint2023

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[Journal Article] Inverse design of intermediate band solar cell via a joint drift-diffusion simulator and deep reinforcement learning scheme2023

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[Journal Article] Experimental demonstration of energy-transfer ratchet intermediate-band solar cell2021

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[Journal Article] 超スマート社会を支えるi-パワードエネルギー・システム2019

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[Journal Article] Low sunlight concentration properties of InAs ultrahigh-density quantum-dot solar cells2019

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[Journal Article] Temperature Dependence of Luminescence Coupling Effect in InGaP/GaAs/Ge Triple Junction Solar Cells2018

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[Journal Article] Growth Process and Photoluminescence Properties of In-Plane Ultrahigh-Density InAs Quantum Dots on InAsSb/GaAs(001) (Phys. Status Solidi B 4/2018)2018

Author(s)

Sogabe Tomah 曽我部東馬

曽我部東馬ソガベトウマ

[Book] 機械学習を中心とした異常検知技術と応用提案2019

[Presentation] コアシェル量子ドットの光物性予測における第一原理計算と AI 逆設計手法の応用2021