WU STEPHEN

researchmap

キーワード

ポリマーインフォマティクス,ベイス推論,機械学習,地盤工学,分離科学,地震工学,緊急地震速報,分子動力学,不確実性の定量化,マテリアルズインフォマティクス

論文一覧（最新5件）

• • Applying a tabular foundation model to geotechnical site characterization
  • DOI: 10.1016/j.geoai.2025.100040
  • 出版年: 2026
  • ジャーナル名: Geodata and AI
  • URL: https://researchmap.jp/stewu/published_papers/51585854
• • Physics-informed active learning for the design of thermally conductive composite microstructures with controlled anisotropy
  • DOI: 10.1016/j.compscitech.2026.111668
  • 出版年: 2026
  • ジャーナル名: Composites Science and Technology
  • URL: https://researchmap.jp/stewu/published_papers/53487706
• • Probabilistic graphical model using graph neural networks for Bayesian inversion of discrete structural component states
  • DOI: 10.1016/j.ress.2026.112478
  • 出版年: 2026
  • ジャーナル名: Reliability Engineering & System Safety
  • URL: https://researchmap.jp/stewu/published_papers/52301498
• • The role of geotechnics researchers in the era of rapid AI advancement
  • DOI: 10.1016/j.geoai.2026.100087
  • 出版年: 2026
  • ジャーナル名: Geodata and AI
  • URL: https://researchmap.jp/stewu/published_papers/53487707
• • Flexible Seismicity Modeling With Neural Modulated Renewal Processes
  • DOI: 10.1029/2025EF007342
  • 出版年: 2026
  • ジャーナル名: Earth's Future
  • URL: https://researchmap.jp/stewu/published_papers/53487708

KAKEN（研究代表者）

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
  • 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
• • 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

CiNii Articles（最新５件）

• • Multi-objective optimization for assisting the design of fixed-type packed bed reactors for chemical heat storage
  • 著者: Massimiliano Zamengo, Stephen Wu, Ryo Yoshida, Junko Morikawa
  • 出版日: 23-Jan
  • 出版社: Elsevier BV
  • ジャーナル名: Applied Thermal Engineering
  • URL: https://cir.nii.ac.jp/crid/1360298757163574912
• • Quasi-site-specific soil property prediction using a cluster-based hierarchical Bayesian model
  • 著者: Stephen Wu, Jianye Ching, Kok-Kwang Phoon
  • 出版日: 22-Nov
  • 出版社: Elsevier BV
  • ジャーナル名: Structural Safety
  • URL: https://cir.nii.ac.jp/crid/1360861705561176960
• • Multitask Machine Learning to Predict Polymer–Solvent Miscibility Using Flory–Huggins Interaction Parameters
  • 著者: Yuta Aoki, Stephen Wu, Teruki Tsurimoto, Yoshihiro Hayashi, Shunya Minami, Okubo Tadamichi, Kazuya Shiratori, Ryo Yoshida
  • 出版日: 2023/7/10
  • 出版社: American Chemical Society (ACS)
  • ジャーナル名: Macromolecules
  • URL: https://cir.nii.ac.jp/crid/1360302173434057856
• • A Bayesian method for concurrently designing molecules and synthetic reaction networks
  • 著者: Qi Zhang, Chang Liu, Stephen Wu, Yoshihiro Hayashi, Ryo Yoshida
  • 出版日: 2023/5/17
  • 出版社: Informa UK Limited
  • ジャーナル名: Science and Technology of Advanced Materials: Methods
  • キーワード: machine learning, bayesian inference, recurrent algorithm, molecular design, TA401-492, Materials of engineering and construction. Mechanics of materials, synthetic reaction network
  • URL: https://cir.nii.ac.jp/crid/1360021390745376000
• • Functional Output Regression for Machine Learning in Materials Science
  • 著者: Megumi Iwayama, Stephen Wu, Chang Liu, Ryo Yoshida
  • 出版日: 2022/10/10
  • 出版社: American Chemical Society (ACS)
  • ジャーナル名: Journal of Chemical Information and Modeling
  • キーワード: Machine Learning, Models, Statistical, Polymers, Materials Science
  • URL: https://cir.nii.ac.jp/crid/1360017282188573440