ARIMA Sumika

Affiliation
Institute of Systems and Information Engineering
Official title
Assistant Professor
Email
/2C:>2TtbTg_Tg_TdqTdq2ETdsTdsTtbTg_Tg_D<]EDF<F32]24];A
Research fields
Control engineering/System engineering
Research keywords
Production systems engineering
Operations management
Social Innovation
Research projects
半導体撮像テスト結果を認識し、良・不良の判断を行うモデルに関する研究2024-09 -- 2026-01有馬澄佳ソニーセミコンダクターマニュファクチャリング(株)/5,855,000Yen
仮想3PLにおける在庫移動最適化2025-12 -- 2026-03繁野麻衣子ファーストループテクノロジー(株)/共同研究8,790,000Yen
安全モニタリング生成機能開発2025-02 -- 2027-03有馬澄佳五十鈴(株)、(株)ITC/19,800,000Yen
遠隔保守情報を統合活用した高速印刷機械の異常予測と保全計画最適化2018-09 -- 2019-08有馬澄佳文部科学省 科学技術振興機構(JST)/研究成果最適展開支援プログラム (A-STEP) 機能検証フェーズ試験研究タイプ第1回3,000,000Yen
ワークライフバランスに貢献するサイバー・フィジカル製造業2019-01 -- 2021-03相山康道経済産業省 新エネルギー・産業技術総合開発機構/戦略的イノベーション創造プログラム(SIP)第2期/ビッグデータ・AIを活用したサイバー空間基盤技術71,040,000Yen
地域協働情報プラットフォームの構築と評価、資源余剰の最適割付けと社会合理的分配2018 -- 2020有馬 澄佳Japan Society for the Promotion of Science/Challenging Research (Exploratory)6,370,000Yen
半導体・液晶製造の良品スループット向上とコスト低減の両立を目指してQ-time制約の遵守と装置の生産性向上とを同時に実現する実時間最適オペレーション管理手法の研究2011-12 -- 2012-07有馬澄佳JST/その他1,700,000Yen
QCDRモデルに基づいて革新的な総合設備効率の向上と生産期間の短縮を実現する工場・設備の運用管理システム2012-10 -- 2013-09有馬澄佳JST 復興支援プログラム(A-STEP)/その他8,000,000Yen
QCDモデルに基づくマルチチャンバ装置および生産ラインの運用・設計方法2009 -- 2011Japan Society of for the Promotion of Science/若手研究(B)6,724,439Yen
共創ビジョンに基づく半導体産業のビジネスモデル進化と、知財・人材の組織的流動化2013 -- 2014有馬 澄佳Japan Society for the Promotion of Science/若手研究(B)4,160,000Yen
Career history
2025-04 -- 2025-09会津大学非常勤講師
2025-04 -- 2025-09会津大学特任上級准教授
2024-04 -- 2024-09会津大学非常勤講師
2024-04 -- 2024-09会津大学特任上級准教授
2023-04 -- 2023-09会津大学特任上級准教授(非常勤)
2021-04 -- 2022-09会津大学非常勤講師
2003-04 -- 2005-03Mizuho Information & Research Institute, Inc.(Fuji Research Institute Corporation) Manufacturing SolutionITE Leader (CIM design/SI Solution)
Academic background
1998-04 -- 2000-03University of Aizu Graduate School of Computer Science and Engineering Graduate Department of Computer Systems
2000-04 -- 2003-03University of Aizu Graduate school of Computer Scicence and Engineering Graduate Department of Computer Systems
Degree
2003-03Ph.D in Computer Science and EngineeringUniversity of Aizu
Licenses and qualifications
2003-05-23基本情報処理技術者
2003-05-30ORACLE MASTER GOLD
2003-05-30UML技術者認定試験(ブロンズ)
Academic societies
2020-04 -- (current)THE JAPAN SOCIETY FOR PRECISION ENGINEERING
2021-04 -- (current)Information Processing Society of Japan
2019 -- (current)The Japanese Society for Artificial Intelligence
2008 -- (current)JAPAN INDUSTRIAL MANAGEMENT ASSOCIATION
2003 -- (current)THE OPERATIONS RESEARCH SOCIETY OF JAPAN
2009 -- (current)Institute of Electrical and Electronics Engineers (IEEE)
Honors & Awards
2024-11Best Paper Award国際会議論文: Due dates assignment based on customer changeability classifications in Make-to-order productions
2022-08Kioxia Research Award 2021(System)Dr. Arima was honored for her work "Integrated Scheduling for Multi-Factory/Supply Chains based on Product-mix Demand Forecasting and Multi-criteria Optimization", which is the one of 13 adopeted in the system category.
2020-10Best Presentation Award
2019-11Best Student Award
2017-11Best Student Award
2017-02優秀賞
2015-11Best student awardPaper and Presentation
Articles
  • 建設現場部材の自動計数システム その2:物体判別と計数のための機械学習
    金原壮汰; 髙田大右; 有馬 澄佳
    日本建築学会2025梗概集/pp.1-2, 2025-09
  • 建設現場部材の自動計数システム その1:360°画像に基づく多種計器の計数
    有馬 澄佳; 髙田大右; 金原壮汰; 岡本崇利; 本多花帆
    日本建築学会2025梗概集/pp.1-2, 2025-09
  • Data-Driven Modeling of Multi-Factory Production Systems with Tran, Product-mix and Re-entrant flows
    Sakurai Shuntaro; 有馬 澄佳
    Proceedings of The Asia Pacific Industrial Engineering & Management Systems Conference 2025 (APIEMS2025)/pp.1-6, 2025-11-07
  • Automated Cause-Effect Discovery on Multivariate Time-series Data -Semiconductor production dynamics and process anomaly
    MAO Chendin; LI Ke; Xu X.; ARIMA Sumika
    Proceedings of The Semiconductor Wafer Test Asia Conference 2025 (SWTest Asia2025)/pp.1-2, 2025-11-20
  • Multi-criteria Parameter Optimization for Complex Systems - Multi-Objective Scheduling Case
    AKIZUKI Hiroto; MAO Chendin; SUZUKI Yurika; LI Ke; YO...
    Proceedings of The Semiconductor Wafer Test Asia Conference 2025 (SWTest Asia2025)/pp.1-2, 2025-11-20
  • Supply Chain Operation Coordination Optimization Based on Multi-objective Scheduling
    Lin Jia; ARIMA Sumika
    Proceedings of The 28th International Conference on Production Research (ICPR 28)/pp.1-4, 2025-07-14
  • Masked Invariant Information Clustering for Visualized Multivariate Time-Series Data
    Sumiya Koichi; ARIMA Sumika
    Proceedings of The 28th International Conference on Production Research (ICPR 28)/pp.1-4, 2025-07-14
  • Extended VAR-LinGAM Methods for Modeling Production System Dynamics
    Xu X.; Mao Chendin; Sakurai Shuntaro; ARIMA Sumika
    Proceedings of The proceedings of the 28th International Conference on Production Research (ICPR 28)/pp.1-4, 2025-07
  • Detection and Localization of Defects Using Masked Image Modeling
    Yasuda Akira; Shishido Hayato; Nagai Kosuke; Sumiya K...
    Proceedings of Advanced Equipment Control/Advanced Process Control Symposium Asia 2025/pp.1-2, 2025-11
  • Multi-Objective Multi-Factory Scheduling with Robust Optimization for Inter-Factory Routing
    Suzuki Yurika; 有馬 澄佳
    Proceedings of International Conference on Operations Research and Enterprise Systems (ICORES) 2026/pp.1-7, 2026-03
  • Interaction Modeling for High-Dimensional Mixed Data Considering Distribution and Correlation
    Ito Taiki; Matsuzawa Takuya; ARIMA Sumika
    Procedia Computer Science/270/pp.752-761, 2025-09
  • The reduction of false positives in Sparse Factorization Machines
    Matsuzawa Takuya; Ito Taiki; ARIMA Sumika
    Procedia Computer Science/270/pp.802-811, 2025-09
  • "INTERACTION MODELING OF HIGH-DIMENSIONAL DATA WITH THE BIAS AND HIGH CORRELATION- SPARSE FACTORIZATION MACHINES APPROACH
    Ozawa H.; ITO T.; Matsuzawa T.; Hoshino S.; Watanabe ...
    Proceedings of the Semiconductor Wafer Test Conference Asia (SWTest Asia 2024), 2024-10
  • Robust Classifications of WBM Defect Patterns
    ARIMA Sumika; AI T.; MAEDA T.; SUMIYA K.; ITO T.; TA...
    Proceedings of the Semiconductor Wafer Test Conference Asia (SWTest Asia 2024), 2024-10
  • Due dates assignment based on customer changeability classifications in Make-to-order productoins
    Shishido I.; Sakurai S.; 有馬 澄佳
    Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference 2024/2024/pp.1-6, 2024-11
  • Pipeline production model and sensitivity analysis of Engineering-to-Order products using system dynamics
    Nagai K.; 有馬 澄佳
    Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference 2024/2024/pp.1-6, 2024-11
  • PRODUCTION AND JOB ROTATION PLANNING CONSIDERING DISABILITIES AND HEALTH CONDITIONS
    Watanabe Y.; Kashimoto N.; 有馬 澄佳
    Proceedings of the 51st International Conference on Computers and Industrial Engineering (CIE51)/pp.1-10, 2024-12
  • Classification of Multivariate Time Series Signals Using Self-Supervised Representation Learning
    Suzuki Y.; ARIMA Sumika
    Proceedings of International Symposium on Semiconductor Manufacturing/2024/pp.1-4, 2024-12
  • Multi-factory Scheduling Considering the Trade-offs between Production Efficiency and Risks
    Suzuki Y.; ARIMA Sumika
    Proceedings of International Symposium on Semiconductor Manufacturing/2024/pp.1-4, 2024-12
  • Analysis of Resilience Factors and Satisfaction in Life-line Charts for Life Career Developments
    ARIMA Sumika; Morita Sayuri; Yasuda Akira
    Proceedings of the 11th International Symposium on Affective Science and Engineering (ISASE2025)/pp.1-4, 2025-03
  • Interaction Modeling for High-Dimensional Mixed Data with Numerical and Categorical Features
    Hoshino S.; Ito T.; Matsuzawa T.; ARIMA Sumika
    Procedia Computer Science/246/pp.2964-2973, 2024-09
  • Interaction modeling of high-correlated data based on Sparse Factorization Machines and CHANOL
    Ozawa H.; Hoshino S.; ARIMA Sumika
    Procedia Computer Science/246/pp.2953-2963, 2024-09
  • MULTI-OBJECTIVE N-STEP HYBRID FLOW-SHOP SCHEDULING IN THE CONSTRAINT TRANSFORMATION FORM WITH MULTI-PARAMETER OPTIMIZATION
    Lin Jia; MAO Chending; Arima Sumika
    Proceedings of International Symposium on Scheduling 2023/2023/pp.1-6, 2023-06-23
  • Mixed-type Defect Pattern Classifications
    Maeda Takumi; Takada Daisuke; Arima Sumika
    Proceedings of AEC/APC Symposium Asia 2023/2023/pp.1-2, 2023-11-02
  • Interaction Modelling of High Dimensional Production Data
    Hoshino Sara; Watanabe Kyo; Arima Sumika
    Procedia Computer Science/225/pp.4055-4064, 2023-12
  • more...
Books
  • Supply Chain Operation Coordination Optimization Based on Multi-objective Scheduling
    Lin Jia; ARIMA Sumika
    Sustainable Systems in an Internetworked Digital World/pp.1-8, 2026-05
  • Masked Invariant Information Clustering for Visualized Multivariate Time-Series Data
    Sumiya Koichi; ARIMA Sumika
    Sustainable Systems in an Internetworked Digital World/pp.1-8, 2026-05
  • Multimodal Data Analysis for Superposition Defect Classification: Case Study of Semiconductor Defect Patterns
    ARIMA Sumika; Maeda T.; Takada D.; Kimpara S.; Itou H.
    Sustainable Design and Manufacturing/Springer Nature/p.Chapter.3, 2025-05
  • Multimodal Data Analysis for Superposition Defect Classification: Case Study of Semiconductor Defect Patterns.
    有馬 澄佳; Takumi Maeda; Daisuke Takada; Sota Kimpara; Hi...
    Smart Innovation Systems and Technologies/Springer/pp.1-14, 2023-09
  • Performance Analysis ofSemiconductor Manufacturing Systems
    有馬 澄佳
    2003-03
  • Distributive and cooperative scheduling considering multi-attribute product-mix, feedback process, and the dynamic utility control in resource sharing
    Arima Sumika; Sato Yuta; Saitou Tomoya; Perez Randall; Is...
    ISSM 2006 CONFERENCE PROCEEDINGS- 13TH INTERNATIONAL SYMPOSIUM ON SEMICONDUCTOR MANUFACTURING/SEMICONDUCTOR PORTAL INC/pp.249-252, 2006-01
  • Analysis of balance management at the leading edge - Competition and collaboration for semiconductor industry
    Iino Masayuki; Matsumoto Yojiro; Arima Sumika
    ISSM 2007: 2007 INTERNATIONAL SYMPOSIUM ON SEMICONDUCTOR MANUFACTURING, CONFERENCE PROCEEDINGS/IEEE/pp.308-311, 2007-01
  • Novel dispatching rule of phase-mix and product-mix for cost-free productivity improvement
    Saito Tomoya; Satou Yuta; Arima Sumika
    ISSM 2007: 2007 INTERNATIONAL SYMPOSIUM ON SEMICONDUCTOR MANUFACTURING, CONFERENCE PROCEEDINGS/IEEE/pp.261-264, 2007-01
Conference, etc.
  • 建設現場部材の自動計数システム その2:物体判別と計数のための機械学習
    金原壮汰; 髙田大右; 有馬 澄佳
    日本建築学会2025/2025-09-10--2025-09-12
  • 建設現場部材の自動計数システム その1:360°画像に基づく多種計器の計数
    有馬 澄佳; 髙田大右; 金原壮汰; 岡本崇利; 本多花帆
    日本建築学会2025/2025-09-10--2025-09-12
  • Automated Cause-Effect Discovery on Multivariate Time-series Data -Semiconductor production dynamics and process anomaly
    MAO Chendin; LI Ke; Xu X.; ARIMA Sumika
    The Semiconductor Wafer Test Asia Conference 2025 (SWTest Asia2025)/2025-11-20--2025-11-21
  • Multi-criteria Parameter Optimization for Complex Systems - Multi-Objective Scheduling Case
    AKIZUKI Hiroto; MAO Chendin; SUZUKI Yurika; LI Ke; YO...
    The Semiconductor Wafer Test Asia Conference 2025 (SWTest Asia2025)/2025-11-20--2025-11-21
  • Extended VAR-LinGAM Methods for Modeling Production System Dynamics
    Mao Chendin; Sato Yuta; ARIMA Sumika
    The 28th International Conference on Production Research (ICPR 28)/2025-07-14--2025-07-17
  • Supply Chain Operation Coordination Optimization Based on Multi-objective Scheduling
    Lin Jia; ARIMA Sumika
    The 28th International Conference on Production Research (ICPR 28)/2025-07-14--2025-07-17
  • Masked Invariant Information Clustering for Visualized Multivariate Time-Series Data
    Sumiya Koichi; ARIMA Sumika
    The 28th International Conference on Production Research (ICPR 28)/2025-07-14--2025-07-17
  • Dual-Layer Framework to Consistently Model and Solve Cause–Result Metrics in Multi-Objective Scheduling
    Mao Chendin; Sato Yuta; ARIMA Sumika
    The 28th International Conference on Production Research (ICPR 28)/2025-07-14--2025-07-17
  • Extended VAR-LinGAM Methods for Modeling Production System Dynamics
    Xu X.; Mao Chendin; Sakurai Shuntaro; ARIMA Sumika
    The 28th International Conference on Production Research (ICPR 28)/2025-07-14--2025-07-17
  • Detection and Localization of Defects Using Masked Image Modeling
    Yasuda Akira; Shishido Hayato; Nagai Kosuke; Sumiya Koic...
    Advanced Equipment Control/Advanced Process Control Symposium Asia 2025 (AEC/APC Symposium 2025)/2025-11-25--2025-11-26
  • Multi-Objective Multi-Factory Scheduling with Robust Optimization for Inter-Factory Routing
    Suzuki Yurika; 有馬 澄佳
    International Conference on Operations Research and Enterprise Systems (ICORES) 2026/2026-03-09--2026-03-11
  • Multi-factory Scheduling Considering the Trade-offs between Production Efficiency and Risks
    Suzuki Y.; ARIMA Sumika
    International Symposium on Semiconductor Manufacturing/2024-12-09--2024-12-10
  • Robust Classifications of WBM Defect Patterns
    ARIMA Sumika; AI T.; MAEDA T.; SUMIYA K.; ITO T.; TA...
    The Semiconductor Wafer Test Conference Asia (SWTest Asia 2024)/2024-10-24--2024-10-25
  • "INTERACTION MODELING OF HIGH-DIMENSIONAL DATA WITH THE BIAS AND HIGH CORRELATION- SPARSE FACTORIZATION MACHINES APPROACH
    Ozawa H.; ITO T.; Matsuzawa T.; Hoshino S.; Watanabe ...
    The Semiconductor Wafer Test Conference Asia (SWTest Asia 2024)/2024-10-24--2024-10-25
  • Analysis of Resilience Factors and Satisfaction in Life-line Charts for Life Career Developments
    ARIMA Sumika; Morita Sayuri; Yasuda Akira
    The 11th International Symposium on Affective Science and Engineering (ISASE2025)/2025-03-05--2025-03-07
  • Classification of Multivariate Time Series Signals Using Self-Supervised Representation Learning
    Sumiya K.; ARIMA Sumika
    International Symposium on Semiconductor Manufacturing 2024 (ISSM2024)/2024-12-09--2024-12-10
  • Pipeline production model and sensitivity analysis of Engineering-to-Order products using system dynamics
    Nagai K.; 有馬 澄佳
    The Asia Pacific Industrial Engineering & Management Systems Conference 2024/2024-11-10--2024-11-14
  • Due dates assignment based on customer changeability classifications in Make-to-order productoins
    Shishido I.; Sakurai S.; 有馬 澄佳
    The Asia Pacific Industrial Engineering & Management Systems Conference 2024/2024-11-10--2024-11-14
  • PRODUCTION AND JOB ROTATION PLANNING CONSIDERING DISABILITIES AND HEALTH CONDITIONS
    Watanabe Y.; Kashimoto N.; 有馬 澄佳
    Proceedings of the 51st International Conference on Computers and Industrial Engineering (CIE51)/2024-12
  • MULTI-OBJECTIVE N-STEP HYBRID FLOW-SHOP SCHEDULING IN THE CONSTRAINT TRANSFORMATION FORM WITH MULTI-PARAMETER OPTIMIZATION
    Lin Jia; MAO Chending; Arima Sumika
    International Symposium on Scheduling 2023/2023-06-23--2023-06-25
  • Mixed-type Defect Pattern Classifications
    Maeda Takumi; Takada Daisuke; Arima Sumika
    AEC/APC Symposium Asia 2023/2023-11-02--2023-11-02
  • DUE DATE ASSIGNMENT OF MULTI-PRODUCT IN MAKE-TO-ORDER SUPPLY CHAINS
    Takahashi Haruki; Shishido Ibuki; Arima Sumika
    International Conference of Production Research/2023-07-23--2023-07-28
  • MULTI-FACTORY SCHEDULING FOR A CORPORATED SUPPLY CHAIN
    Tahara Yusaku; Nagai Kosuke; Arima Sumika
    International Conference of Production Research/2023-07-23--2023-07-28
  • Data-driven Modeling for Production Dynamics
    Arima Sumika; MAO C.; LIN J.
    IEEE International Symposium on Semiconductor Manufacturing 2022/2022-12-12--2022-12-13
  • Self-tuning Optimization to Compatible the Delivery and Low Energy Consumption
    Arima Sumika; MAO C.; LIN J.
    IEEE International Symposium on Semiconductor Manufacturing 2022/2022-12-12--2022-12-13
  • more...
Intellectural property rights
  • 特徴量選択機能付き時空間因果探索器プログラムVER.1
    有馬 澄佳; 許 嘯虎
  • 工場間搬送を考慮した多目的マルチファクトリー・スケジューリングプログラムVER.1
    有馬 澄佳; 佐藤優太; 鈴木優梨歌
  • 経路最適化を含む多目的マルチファクトリー・スケジューリング」プログラムVER.1
    有馬 澄佳; 鈴木優梨歌
  • 品質検査レイヤーを横断する特徴量解析・異常原因探索プログラム VER1.0
    有馬 澄佳; 永井康友
  • 周波数特化型デュアルブランチ構造による局所異常・大域異常検出プログラムVER1.0
    有馬 澄佳; 安田朗
  • 計数方法、計数装置、および計数システム
    有馬 澄佳; 伊東 寛紀; 高田 大右; 金原 壮太; 岡本 崇利; 本多 花帆; 春木 優汰
  • 処理計画策定方法、処理リソース割当方法、処理計画策定装置、処理リソース割当装置、処理計画策定プログラム、および処理リソース割当プログラム
    有馬 澄佳; 佐藤優太; 鈴木優梨歌; 毛晨丁; 森江翔; 佐々木優
  • 計数方法、計数装置、および計数システム
    有馬 澄佳; 伊東寛紀; 高田大右; 金原壮太
  • 計数方法、計数装置、および計数システム
    有馬 澄佳; 伊東寛紀; 高田大右; 金原壮太
  • 画像分類方法、画像分類装置及びプログラム
    有馬 澄佳; 阿井大樹; 伊藤大輝; 住谷浩一
  • 「検出モデル生成方法、検出対象の検出方法、検出モデル生成装置及びプログラム」
    有馬 澄佳; 髙田大右; 金原壮太; 住谷浩一
  • 筑波大学
    有馬 澄佳; 渡邉響
  • 筑波大学
    有馬 澄佳; 伊東寛紀; 渡邉響; 高田大右; 前田拓海; 星野紗来
  • 欠陥検出分類システム及び欠陥判定トレーニングシステム
    有馬 澄佳; 辻拓幹; 大沼悠人; 西雄介
  • 欠陥検出分類システム及び欠陥判定トレーニングシステム
    有馬 澄佳; 辻拓幹; 大沼悠斗; 西雄介
  • 「最適指標生成装置、最適指標生成方法、最適指標生成プログラム及び最適指標生成サーバ」
    Arima Sumika
  • 最適指標生成装置、最適指標生成方法、最適指標生成プログラム及び最適指標生成サーバ
    有馬澄佳 山崎雄大
  • 多品種生産システム及びその設計・運用方法、その設計・運用プログラム及びそのプログラムを記録した記録媒体
    齋藤 和之; 有馬 澄佳
  • 最適指標生成装置
    畠澄佳; 山崎雄大; +有馬 澄佳
Teaching
2025-10 -- 2026-02Active Learning in Strategic Frontiers for Regional Revitalization IIIUniversity of Tsukuba.
2025-04 -- 2025-08Active Learning in Strategic Frontiers for Regional Revitalization IIIUniversity of Tsukuba.
2025-10 -- 2026-02Active Learning in Strategic Frontiers for Regional Revitalization IIUniversity of Tsukuba.
2025-04 -- 2025-08Active Learning in Strategic Frontiers for Regional Revitalization IIUniversity of Tsukuba.
2025-10 -- 2026-02Active Learning in Strategic Frontiers for Regional Revitalization IUniversity of Tsukuba.
2025-04 -- 2025-08Active Learning in Strategic Frontiers for Regional Revitalization IUniversity of Tsukuba.
2025-07 -- 2025-08Production and Quality ManagementUniversity of Tsukuba.
2025-10 -- 2026-02Special Doctoral Research Work in Policy and Planning Sciences IIUniversity of Tsukuba.
2025-04 -- 2025-08Special Doctoral Research Work in Policy and Planning Sciences IIUniversity of Tsukuba.
2025-10 -- 2026-02Special Doctoral Research Work in Policy and Planning Sciences IUniversity of Tsukuba.
more...
Other educational activities
2024-11 -- 2024-11知財とキャリアの開発セミナー&ワークショップ筑波大学 
Talks
  • 半導体製造における装置/プロセスの監視・予測・処置の/ための機械学習とデータマイニング手法の応用
    有馬 澄佳
    第150回精密工学会プラナリゼーションCMPとその応用技術専門委員会研究会/2016-06-20--2016-06-20
  • 基調講演「IoT活用と現場改善 -Ibarak-i4へ」
    有馬 澄佳
    第3回IoT・ロボット研究会/2017-07-27
  • 半導体産業のバリュー・チェインの改革:DFMに基づく経営‐技術戦略のアライン
    有馬澄佳
    SEMICON Japan STSサテライトセッション DFMワークショップ/2011-12-09
  • AEC/APCとDFMの戦略
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Professional activities
2012-04 -- (current)IEEE International symposium on Semicondutor ManufaturingProgram committee member
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(Last updated: 2026-05-07)