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Resource type
Journal article(10)
Book(2)
Keyword
machine learning (2)
Reverse bend (1)
Acoustic sensing (1)
CTOD (1)
Fractography (1)
GTA welding (1)
Hydrogen embrittlement (1)
In-situ observation (1)
Machine learning (1)
Magnesium alloy (1)
(more)
License
Creative Commons BY Attribution 4.0 International (6)
In Copyright (5)
Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (1)
File type
application/pdf (11)
application/vnd.openxmlformats-officedocument.wordprocessingml.document (1)
image/gif (1)
12 records found.
Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes
Journal article
Creator
Houichi Kitano
(author) (
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)
https://orcid.org/0000-0002-0778-574X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Houichi Kitano
;
Masaki Kobayashi
(author) (
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)
https://orcid.org/0000-0002-5161-2600
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masaki Kobayashi
;
Masahiko Demura
(author) (
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)
https://orcid.org/0000-0002-7308-3041
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masahiko Demura
Keyword
Acoustic sensing
,
in-process monitoring
,
gas metal arc welding
,
disturbance detection
,
machine learning
,
explainable AI
,
smart manufacturing
Date published
2026-12-31
Updated at
2026-06-25 09:51:40 +0900
Achieving high productivity in wire-arc directed energy deposition of magnesium alloy thin-walled structures via active cooling
Journal article
Creator
Hyu Kudo
(author) (
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)
Hyu Kudo
;
Houichi Kitano
(author) (
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)
https://orcid.org/0000-0002-0778-574X
NIMS Researchers Directory SAMURAI
Houichi Kitano
;
Hiroyuki Sasahara
(author) (
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)
Hiroyuki Sasahara
;
Hideaki Nagamatsu
(author) (
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)
https://orcid.org/0000-0002-4702-0397
(unauthenticated)
Hideaki Nagamatsu
Keyword
Wire-arc directed energy deposition
,
Manufacturing rate
,
Magnesium alloy
,
Microstructure
,
Tensile properties
,
Fractography
,
Smut
Date published
2026-06-16
Updated at
2026-06-22 15:52:11 +0900
Data-driven analysis of hydrogen embrittlement in martensitic steels with interpretable machine learning
Journal article
Creator
Houichi Kitano
(author) (
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)
https://orcid.org/0000-0002-0778-574X
NIMS Researchers Directory SAMURAI
Houichi Kitano
;
Yuuji Kimura
(author) (
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)
https://orcid.org/0000-0002-8907-0704
NIMS Researchers Directory SAMURAI
Yuuji Kimura
;
Akinobu Shibata
(author) (
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)
https://orcid.org/0000-0001-8577-6411
NIMS Researchers Directory SAMURAI
Akinobu Shibata
Keyword
Hydrogen embrittlement
,
Martensitic steel
,
Machine learning
,
hap (shapley additive explanations)
,
Symbolic regression
Date published
2026-04-23
Updated at
2026-06-17 09:57:29 +0900
In situ synchrotron X-ray imaging of curved columnar growth and ripple formation in Fe-Mn-Cr-Ni-Si alloy during GTA welding
Journal article
Creator
Tomoya Nagira
(author) (
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)
https://orcid.org/0000-0002-2415-0623
NIMS Researchers Directory SAMURAI
Tomoya Nagira
;
Houichi Kitano
(author) (
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)
https://orcid.org/0000-0002-0778-574X
NIMS Researchers Directory SAMURAI
Houichi Kitano
;
Takashi Kimura
(author) (
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)
Takashi Kimura
;
Fumiyoshi Yoshinaka
(author) (
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)
https://orcid.org/0000-0003-0534-7815
NIMS Researchers Directory SAMURAI
Fumiyoshi Yoshinaka
;
Susumu Takamori
(author) (
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)
https://orcid.org/0000-0003-3422-9391
NIMS Researchers Directory SAMURAI
Susumu Takamori
;
Takahiro Sawaguchi
(author) (
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)
https://orcid.org/0000-0002-9405-002X
NIMS Researchers Directory SAMURAI
Takahiro Sawaguchi
;
Takayuki Yamashita
(author) (
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)
Takayuki Yamashita
;
Yasuhiro Aoki
(author) (
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)
Yasuhiro Aoki
;
Hidetoshi Fujii
(author) (
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)
Hidetoshi Fujii
Keyword
in situ observation
,
X-ray imaging
,
GTA welding
Date published
2025-08-04
Updated at
2025-09-22 16:30:19 +0900
高輝度放射光X線と機械学習技術による溶接凝固過程の詳細解析
Book
Creator
北野 萌一
(author) (
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)
https://orcid.org/0000-0002-0778-574X
構造材料研究センター/材料評価分野/溶接・接合技術グループ, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
北野 萌一
;
柳樂 知也
(author) (
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)
https://orcid.org/0000-0002-2415-0623
構造材料研究センター/材料評価分野/溶接・接合技術グループ, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
柳樂 知也
Keyword
溶接凝固プロセス
,
その場観察
,
高輝度放射光X線
Date published
2025-05-30
Updated at
2025-08-28 16:30:44 +0900
Reverse bend experiments on the base plate and discussion of the appropriate amount of reverse bending for precrack straightness (Effect of the reverse bend process on the CTOD toughness evaluation and understanding of its mechanisms)
Journal article
Creator
Tomoya Kawabata
(author) (
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)
Tomoya Kawabata
;
Hoichi Kitano
(author) (
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)
https://orcid.org/0000-0002-0778-574X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Hoichi Kitano
;
Takumi Ozawa
(author) (
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)
Takumi Ozawa
;
Yoshiki Mikami
(author) (
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)
Yoshiki Mikami
Keyword
CTOD
,
Standard
,
Reverse bend
,
Weibull stress
Date published
2025-02-13
Updated at
2025-09-01 16:30:20 +0900
技能訓練者の溶接技能向上を効率化するAI協働システムに関する検討
Journal article
Creator
北野 萌一
(author) (
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)
https://orcid.org/0000-0002-0778-574X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
北野 萌一
;
齋藤 昇
(author) (
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)
齋藤 昇
;
高橋 毅
(author) (
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)
高橋 毅
Keyword
技能訓練システム
,
人工知能(AI)協働システム
,
機械学習技術
,
溶接技能者
,
人材育成
Date published
2025-01-11
Updated at
2025-07-18 12:30:24 +0900
レーザ三次元積層造形プロセスに関連した予測技術
Book
Creator
渡邊 誠
(author) (
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)
https://orcid.org/0000-0002-5064-9583
構造材料研究センター, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
渡邊 誠
;
北野 萌一
(author) (
Search by this author
)
https://orcid.org/0000-0002-0778-574X
構造材料研究センター/材料評価分野/溶接・接合技術グループ, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
北野 萌一
;
草野 正大
(author) (
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)
https://orcid.org/0000-0002-5061-0195
構造材料研究センター/材料創製分野/積層材料グループ, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
草野 正大
;
野本 祐春
(author) (
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)
https://orcid.org/0000-0001-6503-4699
構造材料研究センター/材料創製分野/積層材料グループ, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
野本 祐春
;
片桐 淳
(author) (
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)
https://orcid.org/0000-0002-6399-1951
構造材料研究センター/材料創製分野/積層材料グループ, 物質・材料研究機構
片桐 淳
;
伊藤 海太
(author) (
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)
https://orcid.org/0000-0002-1438-6982
マテリアル基盤研究センター/材料設計分野/材料モデリンググループ, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
伊藤 海太
;
北嶋 具教
(author) (
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)
https://orcid.org/0000-0003-0828-7483
構造材料研究センター/材料創製分野/積層材料グループ, 物質・材料研究機構
NIMS Researchers Directory SAMURAI
北嶋 具教
;
小泉 雄一郎
(author) (
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)
大阪大学
小泉 雄一郎
;
鳥塚 史郎
(author) (
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)
兵庫県立大学
鳥塚 史郎
;
青柳 健大
(author) (
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)
東北大学
青柳 健大
;
岩崎 勇人
(author) (
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)
川崎重工業株式会社
岩崎 勇人
Keyword
レーザ積層造形
,
マテリアルズインテグレーション
,
凝固割れ
,
凝固組織予測
,
偏析予測
,
温度場予測
,
プロセスウインドウ予測
Date published
[2024年12月]
Updated at
2025-05-31 08:30:07 +0900
Development of a method to evaluate strain in weld solidification using in-situ observations with high-brightness synchrotron X-rays
Journal article
Creator
Houichi Kitano
(author) (
Search by this author
)
https://orcid.org/0000-0002-0778-574X
NIMS Researchers Directory SAMURAI
Houichi Kitano
;
Tomoya Nagira
(author) (
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)
https://orcid.org/0000-0002-2415-0623
NIMS Researchers Directory SAMURAI
Tomoya Nagira
;
Fumiyoshi Yoshinaka
(author) (
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)
https://orcid.org/0000-0003-0534-7815
NIMS Researchers Directory SAMURAI
Fumiyoshi Yoshinaka
;
Takahiro Sawaguchi
(author) (
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)
https://orcid.org/0000-0002-9405-002X
NIMS Researchers Directory SAMURAI
Takahiro Sawaguchi
;
Takayuki Yamashita
(author) (
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)
Takayuki Yamashita
;
Yasuhiro Aoki
(author) (
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)
Yasuhiro Aoki
;
Hidetoshi Fujii
(author) (
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)
Hidetoshi Fujii
Keyword
in-situ observation
,
synchrotron X-ray
,
welding technology
,
optical flow
,
machine learning
,
Strain evaluation method;
Date published
2024-12-31
Updated at
2024-11-13 12:30:30 +0900
In-situ observation of solidification behaviors of Fe-Mn-Cr-Ni-Si alloy during TIG melt-run welding using synchrotron radiation X-ray
Journal article
Creator
Tomoya Nagira
(author) (
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)
https://orcid.org/0000-0002-2415-0623
Research Center for Structural Materials/Materials Evaluation Field/Welding and Joining Technology Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Tomoya Nagira
;
Houichi Kitano
(author) (
Search by this author
)
https://orcid.org/0000-0002-0778-574X
Research Center for Structural Materials/Materials Evaluation Field/Welding and Joining Technology Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Houichi Kitano
;
Takashi Kimura
(author) (
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)
JEOL Ltd.
Takashi Kimura
;
Fumiyoshi Yoshinaka
(author) (
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)
https://orcid.org/0000-0003-0534-7815
Research Center for Structural Materials/Materials Manufacturing Field/Thermomechanical Processing Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Fumiyoshi Yoshinaka
;
Susumu Takamori
(author) (
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)
https://orcid.org/0000-0003-3422-9391
Research Center for Structural Materials/Materials Manufacturing Field/Thermomechanical Processing Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Susumu Takamori
;
Takahiro Sawaguchi
(author) (
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)
https://orcid.org/0000-0002-9405-002X
Research Center for Structural Materials/Materials Manufacturing Field/Thermomechanical Processing Group, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takahiro Sawaguchi
;
Takayuki Yamashita
(author) (
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)
Joining and Welding Research Institute,Osaka University
Takayuki Yamashita
;
Yasuhiro Aoki
(author) (
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)
Joining and Welding Research Institute,Osaka University
Yasuhiro Aoki
;
Hidetoshi Fujii
(author) (
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)
Joining and Welding Research Institute,Osaka University
Hidetoshi Fujii
;
Akihisa Takeuchi
(author) (
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)
Japan Synchrotron Radiation Research Institute (JASRI)
Akihisa Takeuchi
;
Masayuki Uesugi
(author) (
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)
Japan Synchrotron Radiation Research Institute (JASRI)
Masayuki Uesugi
Keyword
In-situ observation
,
TIG melt-run welding
,
synchrotron radiation X-ray
Date published
2024-06-20
Updated at
2024-07-02 09:19:23 +0900
Keyword
machine learning
(2)
Reverse bend
(1)
Acoustic sensing
(1)
CTOD
(1)
Fractography
(1)
GTA welding
(1)
Hydrogen embrittlement
(1)
In-situ observation
(1)
Machine learning
(1)
Magnesium alloy
(1)
Manufacturing rate
(1)
Martensitic steel
(1)
Microstructure
(1)
Smut
(1)
Standard
(1)
Strain evaluation method;
(1)
Symbolic regression
(1)
TIG melt-run welding
(1)
Tensile properties
(1)
Weibull stress
(1)
Wire and arc additive manufacturing
(1)
Wire-arc directed energy deposition
(1)
X-ray imaging
(1)
disturbance detection
(1)
explainable AI
(1)
finite element method
(1)
gas metal arc welding
(1)
hap (shapley additive explanations)
(1)
in situ observation
(1)
in-process monitoring
(1)
in-situ observation
(1)
instrumented indentation
(1)
multiscale characterization
(1)
optical flow
(1)
smart manufacturing
(1)
stainless steel
(1)
synchrotron X-ray
(1)
synchrotron radiation X-ray
(1)
welding technology
(1)
その場観察
(1)
デジタルツイン
(1)
プロセスウインドウ予測
(1)
マテリアルズインテグレーション
(1)
レーザパウダーベッド
(1)
レーザメタルデポジション
(1)
レーザ積層造形
(1)
ワイヤ積層造形
(1)
三次元積層造形
(1)
人工知能(AI)協働システム
(1)
人材育成
(1)
偏析予測
(1)
凝固割れ
(1)
凝固組織予測
(1)
技能訓練システム
(1)
機械学習技術
(1)
温度場予測
(1)
溶接凝固プロセス
(1)
溶接技能者
(1)
高輝度放射光X線
(1)
RDE metadata def
RDE invoice schema
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Filter
Collection
Resource type
Journal article(10)
Book(2)
Keyword
machine learning (2)
Reverse bend (1)
Acoustic sensing (1)
CTOD (1)
Fractography (1)
GTA welding (1)
Hydrogen embrittlement (1)
In-situ observation (1)
Machine learning (1)
Magnesium alloy (1)
(more)
License
Creative Commons BY Attribution 4.0 International (6)
In Copyright (5)
Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 4.0 International (1)
File type
application/pdf (11)
application/vnd.openxmlformats-officedocument.wordprocessingml.document (1)
image/gif (1)