The Graduate University for Advanced Studies, SOKENDAI · Institute of Statistical Mathematics

Research keywordsgeotechnical engineering・GeoAI・foundation models・site characterization・displacement measurement・geotechnical features・transformer features・LLM agents

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• GEOAI editorial volume 4: Revolutionizing geotechnical solutions through autonomous, agent-driven AI DOI: 10.1016/j.geoai.2025.100023 出版社: Elsevier BV 出版年: 2025 ジャーナル名: Geodata and AI URL: https://researchmap.jp/stewu/published_papers/513817112025 · 論文一覧（最新5件）
• Perspectives: LLM agents reshaping the foundation of geotechnical problem-solving DOI: 10.1016/j.geoai.2025.100036 出版年: 2025 ジャーナル名: Geodata and AI URL: https://researchmap.jp/stewu/published_papers/511667132025 · 論文一覧（最新5件）
• Efficient matching of Transformer-enhanced features for accurate vision-based displacement measurement DOI: 10.1016/j.autcon.2025.105962 出版年: 2025 ジャーナル名: AUTOMATION IN CONSTRUCTION URL: https://researchmap.jp/stewu/published_papers/513816432025 · 論文一覧（最新5件）
• 出版年: 20252025 · 論文一覧（最新5件）

• Breaking the tradeoff between prediction accuracy and warning time in earthquake early warning using Transformer-based Bayesian inference 2025-2027 キーワード: 緊急地震速報, 深層学習 URL: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-25K08229/2025 · 研究課題一覧（最新5件）
• Inverse materials design by integrating transfer learning techniques into a Bayesian framework 2018-2021 キーワード: polymer informatics, transfer learning, open source software, Transfer learning, Materials informatics, Polymer design, Open source software, Materials Informatics, Bayesian inference URL: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-18K18017/2018 · 研究課題一覧（最新5件）
• Breaking the tradeoff between prediction accuracy and warning time in earthquake early warning using Transformer-based Bayesian inference研究課題一覧（最新5件）
• キーワード: polymer informatics, transfer learning, open source software, Transfer learning, Materials informatics, Polymer design, Open source software, Materials Informatics, Bayesian inference研究課題一覧（最新5件）

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