JP7121506B2 - 探索装置、探索方法及びプラズマ処理装置 - Google Patents

探索装置、探索方法及びプラズマ処理装置 Download PDF

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JP7121506B2
JP7121506B2 JP2018046238A JP2018046238A JP7121506B2 JP 7121506 B2 JP7121506 B2 JP 7121506B2 JP 2018046238 A JP2018046238 A JP 2018046238A JP 2018046238 A JP2018046238 A JP 2018046238A JP 7121506 B2 JP7121506 B2 JP 7121506B2
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JP2019159864A5 (enExample
JP2019159864A (ja
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裕 奥山
健史 大森
優 栗原
百科 中田
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Hitachi High Tech Corp
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Priority to CN201811578970.4A priority patent/CN110276470B/zh
Priority to TW108103411A priority patent/TWI719398B/zh
Priority to US16/284,879 priority patent/US11657059B2/en
Publication of JP2019159864A publication Critical patent/JP2019159864A/ja
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    • H01L21/04Manufacture or treatment of semiconductor devices or of parts thereof the devices having potential barriers, e.g. a PN junction, depletion layer or carrier concentration layer
    • H01L21/18Manufacture or treatment of semiconductor devices or of parts thereof the devices having potential barriers, e.g. a PN junction, depletion layer or carrier concentration layer the devices having semiconductor bodies comprising elements of Group IV of the Periodic Table or AIIIBV compounds with or without impurities, e.g. doping materials
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    • H01L21/302Treatment of semiconductor bodies using processes or apparatus not provided for in groups H01L21/20 - H01L21/26 to change their surface-physical characteristics or shape, e.g. etching, polishing, cutting
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    • H01J2237/33Processing objects by plasma generation characterised by the type of processing
    • H01J2237/334Etching

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JP2018046238A 2018-03-13 2018-03-14 探索装置、探索方法及びプラズマ処理装置 Active JP7121506B2 (ja)

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Application Number Priority Date Filing Date Title
JP2018046238A JP7121506B2 (ja) 2018-03-14 2018-03-14 探索装置、探索方法及びプラズマ処理装置
KR1020180150325A KR102113096B1 (ko) 2018-03-14 2018-11-29 탐색 장치, 탐색 방법 및 플라스마 처리 장치
CN201811578970.4A CN110276470B (zh) 2018-03-14 2018-12-21 探索装置、探索方法以及等离子处理装置
TW108103411A TWI719398B (zh) 2018-03-14 2019-01-30 探索裝置、探索方法及電漿處理裝置
US16/284,879 US11657059B2 (en) 2018-03-14 2019-02-25 Search device, searching method, and plasma processing apparatus
US17/241,826 US11907235B2 (en) 2018-03-14 2021-04-27 Plasma processing apparatus including predictive control
US18/124,112 US20230222131A1 (en) 2018-03-13 2023-03-21 Search device, searching method, and plasma processing apparatus

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JP2019159864A5 JP2019159864A5 (enExample) 2020-12-10
JP7121506B2 true JP7121506B2 (ja) 2022-08-18

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US (3) US11657059B2 (enExample)
JP (1) JP7121506B2 (enExample)
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TW (1) TWI719398B (enExample)

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Publication number Priority date Publication date Assignee Title
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JP7413131B2 (ja) * 2020-04-08 2024-01-15 株式会社日立製作所 材料特性予測方法、材料特性予測装置
US12367548B2 (en) * 2020-04-10 2025-07-22 University Of Tsukuba Measurement signal processing device, measurement signal processing method, and program
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US11449026B2 (en) * 2020-05-27 2022-09-20 Applied Materials, Inc. Variable loop control feature
CN112309918B (zh) * 2020-10-30 2023-09-22 上海华力微电子有限公司 Vt-bs模型的先进工艺控制方法、系统及半导体设备
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US20240045388A1 (en) * 2020-12-28 2024-02-08 Tokyo Electron Limited Management apparatus, prediction method, and prediction program
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US12450520B2 (en) * 2021-03-01 2025-10-21 Hitachi High-Tech Corporation Experiment point recommendation device, experiment point recommendation method, and semiconductor device manufacturing device
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US20240070349A1 (en) * 2022-08-30 2024-02-29 Dassault Systèmes Americas Corp. System and Method for Energy Storage Device Generative Design
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CN116646231A (zh) * 2023-06-06 2023-08-25 北京屹唐半导体科技股份有限公司 反应腔室及氧化设备

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004326200A (ja) 2003-04-21 2004-11-18 Mitsubishi Heavy Ind Ltd 自動機械、機械の自動運転システム、及び、機械の自動運転方法
JP2013518449A (ja) 2010-01-29 2013-05-20 東京エレクトロン株式会社 半導体製造ツールを自己学習及び自己改善するための方法及びシステム

Family Cites Families (31)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR920002268A (ko) 1990-07-17 1992-02-28 유끼노리 가까즈 인텔리젠트가공장치
JPH1074188A (ja) * 1996-05-23 1998-03-17 Hitachi Ltd データ学習装置およびプラント制御装置
JPH10301979A (ja) 1997-04-30 1998-11-13 Oki Electric Ind Co Ltd モデルパラメータ抽出方法およびモデルパラメータ抽出装置
JP3086794B2 (ja) 1997-09-19 2000-09-11 豊田工機株式会社 数値制御研削盤
SE9801175D0 (sv) * 1998-04-03 1998-04-03 Innotek Ab Metod och apparat för optimering av mekanisk ventilation med utgångspunkt från simulering av ventilatonsprocessen efter studium av andningsorganens fysiologi
JP4215454B2 (ja) 2001-07-12 2009-01-28 株式会社日立製作所 試料の凹凸判定方法、及び荷電粒子線装置
JP3404532B2 (ja) * 2001-07-27 2003-05-12 独立行政法人産業技術総合研究所 最適フィッティングパラメータ決定方法および装置、並びに最適フィッティングパラメータ決定プログラム
US6941301B2 (en) 2002-01-18 2005-09-06 Pavilion Technologies, Inc. Pre-processing input data with outlier values for a support vector machine
WO2004046835A2 (en) * 2002-11-15 2004-06-03 Applied Materials, Inc. Method, system and medium for controlling manufacture process having multivariate input parameters
JP4573783B2 (ja) 2006-03-08 2010-11-04 株式会社日立製作所 プラントの制御装置と制御方法及び火力発電プラントとその制御方法
US20080279434A1 (en) 2007-05-11 2008-11-13 William Cassill Method and system for automated modeling
JP4427074B2 (ja) 2007-06-07 2010-03-03 株式会社日立製作所 プラントの制御装置
US8190543B2 (en) 2008-03-08 2012-05-29 Tokyo Electron Limited Autonomous biologically based learning tool
JP5751045B2 (ja) 2010-08-31 2015-07-22 富士電機株式会社 プラントの運転条件最適化システム、プラントの運転条件最適化方法、プラントの運転条件最適化プログラム
US9342793B2 (en) * 2010-08-31 2016-05-17 Red Hat, Inc. Training a self-learning network using interpolated input sets based on a target output
US8828259B2 (en) * 2011-07-07 2014-09-09 Lam Research Corporation Methods for automatically determining capacitor values and systems thereof
US9509977B2 (en) * 2012-03-28 2016-11-29 Olympus Corporation Image processing system and microscope system including the same
TWI549007B (zh) * 2013-02-07 2016-09-11 先知科技股份有限公司 製程參數的搜尋與分析方法及其電腦程式產品
US9396443B2 (en) 2013-12-05 2016-07-19 Tokyo Electron Limited System and method for learning and/or optimizing manufacturing processes
JP6101650B2 (ja) 2014-02-27 2017-03-22 日本電信電話株式会社 システムパラメタ学習装置、情報処理装置、方法、及びプログラム
CN105321120A (zh) * 2014-06-30 2016-02-10 中国农业科学院农业资源与农业区划研究所 同化蒸散发和叶面积指数的区域土壤水分监测方法
US9679743B2 (en) * 2015-02-23 2017-06-13 Hitachi High-Tech Science Corporation Sample processing evaluation apparatus
CN104657777B (zh) * 2015-03-16 2017-06-16 长春工业大学 基于混沌小波神经网络的车用电线挤塑工艺参数优化方法
US9711327B2 (en) * 2015-07-16 2017-07-18 Applied Materials Israel, Ltd. Method and system for optimizing configurable parameters of inspection tools
JP2017102619A (ja) 2015-11-30 2017-06-08 オムロン株式会社 制御パラメータ調整装置、制御パラメータ調整方法、制御パラメータ調整プログラム
JP6650786B2 (ja) 2016-03-03 2020-02-19 三菱日立パワーシステムズ株式会社 制御パラメータ自動調整装置、制御パラメータ自動調整方法、及び制御パラメータ自動調整装置ネットワーク
JP6778666B2 (ja) 2017-08-24 2020-11-04 株式会社日立製作所 探索装置及び探索方法
JP6883787B2 (ja) 2017-09-06 2021-06-09 パナソニックIpマネジメント株式会社 学習装置、学習方法、学習プログラム、推定装置、推定方法、及び推定プログラム
JP6974712B2 (ja) 2017-10-24 2021-12-01 富士通株式会社 探索方法、探索装置および探索プログラム
JP7121506B2 (ja) 2018-03-14 2022-08-18 株式会社日立ハイテク 探索装置、探索方法及びプラズマ処理装置
JP7137943B2 (ja) 2018-03-20 2022-09-15 株式会社日立ハイテク 探索装置、探索方法及びプラズマ処理装置

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004326200A (ja) 2003-04-21 2004-11-18 Mitsubishi Heavy Ind Ltd 自動機械、機械の自動運転システム、及び、機械の自動運転方法
JP2013518449A (ja) 2010-01-29 2013-05-20 東京エレクトロン株式会社 半導体製造ツールを自己学習及び自己改善するための方法及びシステム

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