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    • 論文誌
      応用研究

      Hydrosilylation-derived silicon-containing hydrocarbon-based polymers exhibiting ultralow dielectric losses and high thermal stabilities

      [paper]

      Yuka Azuma, Riku Takahashi, Natsuko Sashi, Kan Hatakeyama-Sato, Yuta Nabae, Ririka Sawada, Shinji Ando, Teruaki Hayakawa

      Polymer Chemistry, Vol. 16, Issue 33, pp. 3683-3692, August 2025

    • 論文誌
      LLM / NLP 応用研究

      Understanding Human Papillomavirus Vaccination Hesitancy in Japan Using Social Media: Content Analysis

      [paper]

      Niu Qian, Junyu Liu, Momoko Nagai-Tanima, Tomoki Aoyama

      Journal of Medical Internet Research, Vol. 27, e68881, August 2025

    • 論文誌
      コンピュータービジョン 応用研究

      A Robust Residual Three-dimensional Convolutional Neural Networks Model for Prediction of Amyloid-β Positivity by Using FDG-PET

      [paper]

      Ilya Ardakani, Takahiro Yamada, Sayako Iwano, Sunil Kumar Maurya, Kazunari Ishii

      Clinical Nuclear Medicine, Vol. 50, Issue 8, pp. 707-713, August 2025

    • 論文誌
      応用研究 機械学習一般

      Discovery of liquid crystalline polymers with high thermal conductivity using machine learning

      [paper]

      Hayato Maeda, Stephen Wu, Rika Marui, Erina Yoshida, Kan Hatakeyama-Sato, Yuta Nabae, Shiori Nakagawa, Meguya Ryu, Ryohei Ishige, Yoh Noguchi

      npj Computational Materials, Vol. 11, Issue 1, July 2025

    • 国際会議
      LLM / NLP 応用研究

      Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs

      [paper]

      Yingjian Chen, Feiyang Li, Xingyu Song, Tianxiao Li, Zixin Xu, Xiujie Chen, Issey Sukeda, Irene Li

      Proceedings of the Conference on Artificial Intelligence in Medicine (AIME 2025), SLM4Health Workshop, June 2025

    • 論文誌
      応用研究 機械学習一般

      Portfolio optimization using deep learning with risk aversion utility function

      [paper]

      Kenji Kubo, Kei Nakagawa

      Finance Research Letters, Vol. 74, 106761, June 2025

    • 国際会議
      応用研究

      Graphusion: A RAG Framework for Scientific Knowledge Graph Construction with a Global Perspective

      [paper]

      Rui Yang, Boming Yang, Xinjie Zhao, Fan Gao, Aosong Feng, Sixun Ouyang, Moritz Blum, Tianwei She, Yuang Jiang, Freddy Lecue, Jinghui Lu, Irene Li

      Proceedings of the ACM Web Conference (WWW 2025), NLP4KGC Workshop, May 2025

    • 国際会議
      ロボティクス 応用研究

      Middleware-Transparent Callback Enforcement in Commoditized Component-Oriented Real-Time Systems

      Takahiro Ishikawa-Aso, Atsushi Yano, Takuya Azumi, Shinpei Kato

      Proceedings of the IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS 2025), May 2025

    • 国際会議
      応用研究

      Lightweight and assembly-friendly single-sided permanent magnet array design based on Inward-Outward (IO) ring units

      Junqi Yang, Ruian Qin, Yifeng Jiang, Zhongchao Zhou, Anieyrudh R, Shao Ying Huang, Wenwei Yu

      Proceedings of the International Society for Magnetic Resonance in Medicine Annual Meeting (ISMRM 2025), May 2025

    • 国際会議
      応用研究 機械学習一般

      Stepwise hard constraint-biased Physics-informed Neural Networks for accurate Magnetic Resonance Electrical Properties Tomography (MREPT)

      Ruian Qin, Junqi Yang, Zhongchao Zhou, Jose Gomez-Tames, Shaoying Huang, Wenwei Yu

      Proceedings of the International Society for Magnetic Resonance in Medicine Annual Meeting (ISMRM 2025), May 2025