Projects

We are working on the following projects.

F2024

  • RIKEN Center for Advanced Intelligence Project (AIP), Goal-Oriented Technology Research Group
    Data-Driven Biomedical Science Team
    Team Leader: Ichiro Takeuchi (Joint Appointment)
  • JST CREST
    Assessing Reliability of AI-driven Hypotheses in Static and Dynamic Environments and Its Application to Medical Science
    PI: Ichiro Takeuchi
  • JSPS Kiban-A
    Evaluating the reliability of data-driven hypotheses obtained by through exploratory analysis and its demonstration in the life sciences
    PI: Ichiro Takeuchi
  • Moonshot (Cabinet Office)
    Co-evolution of Human and AI-Robots to Expand Science Frontiers
    PM：Kanako Harada (U-Tokyo)/ Sub-PM：Ichiro Takeuchi and others
  • JST CREST
    Creation of Automated Protein Engineering Led by AI
    PI: Keiichi Inoue (U-Tokyo) / Co-PI: Ichiro Takeuchi and others
  • NEDO
    Development of crystal growth technology by communication between AI and operators
    PI: Toru Ujihara (Nagoya U) / Co-PI: Ichiro Takeuchi and others
  • JSPS Kiban-C
    Data reduction methods for machine learning with continual and distribution-changing data increase
    PI: Hiroyuki Hanada
  • JSPS Wakate (Early-Career Scientists)
    Developing regret guaranteed randomized Bayesian optimization methods for practical optimization problems and applications to materials science
    PI: Shion Takeno
  • JST ACT-X
    Developing practical human-in-the-loop preferential optimization method and its theoretical guarantee
    PI: Shion Takeno
  • JSPS Research Activity Start-up
    Developing randomized Bayesian optimization methods and its theoretical analysis and applications to materials science
    PI: Shion Takeno

F2023

  • RIKEN Center for Advanced Intelligence Project (AIP), Goal-Oriented Technology Research Group
    Data-Driven Biomedical Science Team
    Team Leader: Ichiro Takeuchi (Joint Appointment)
  • JST CREST
    Assessing Reliability of AI-driven Hypotheses in Static and Dynamic Environments and Its Application to Medical Science
    PI: Ichiro Takeuchi
  • JSPS Kiban-A
    Evaluating the reliability of data-driven hypotheses obtained by through exploratory analysis and its demonstration in the life sciences
    PI: Ichiro Takeuchi
  • Moonshot (Cabinet Office)
    Co-evolution of Human and AI-Robots to Expand Science Frontiers
    PM：Kanako Harada (U-Tokyo)/ Sub-PM：Ichiro Takeuchi and others
  • JST CREST
    Creation of Automated Protein Engineering Led by AI
    PI: Keiichi Inoue (U-Tokyo) / Co-PI: Ichiro Takeuchi and others
  • NEDO
    Accelerating The Use of AI Technologies through Automated Machine Learning
    PI: Masaki Onishi (AIST) / Co-PI: Ichiro Takeuchi and others
  • NEDO
    Development of crystal growth technology by communication between AI and operators
    PI: Toru Ujihara (Nagoya U) / Co-PI: Ichiro Takeuchi and others
  • JST AIP Acceleration Research
    Deepening Statistics for Reliable Data-Driven Science
    PI: Koji Tsuda (U-Tokyo) / Co-PI: Ichiro Takeuchi and others
  • JST ACT-X
    Developing practical human-in-the-loop preferential optimization method and its theoretical guarantee
    PI: Shion Takeno
  • JSPS Research Activity Start-up
    Developing randomized Bayesian optimization methods and its theoretical analysis and applications to materials science
    PI: Shion Takeno
  • AIP Challenge
    Fast Machine Learning for Increasing/Decreasing Training Dataset
    PI: Hiroyuki Hanada
  • AIP Challenge
    Statistical Quality Control of Transfer Learning, with Applications to the Fields of Biomedical Science
    PI: Vo Nguyen Le Duy

F2022

  • RIKEN Center for Advanced Intelligence Project (AIP), Goal-Oriented Technology Research Group
    Data-Driven Biomedical Science Team
    Team Leader: Ichiro Takeuchi (Joint Appointment)
  • JST CREST
    Assessing Reliability of AI-driven Hypotheses in Static and Dynamic Environments and Its Application to Medical Science
    PI: Ichiro Takeuchi
  • JSPS Kiban-A
    Evaluating the reliability of data-driven hypotheses obtained by through exploratory analysis and its demonstration in the life sciences
    PI: Ichiro Takeuchi
  • Moonshot (Cabinet Office)
    Co-evolution of Human and AI-Robots to Expand Science Frontiers
    PM：Kanako Harada (U-Tokyo)/ Sub-PM：Ichiro Takeuchi and others
  • JST CREST
    Creation of Automated Protein Engineering Led by AI
    PI: Keiichi Inoue (U-Tokyo) / Co-PI: Ichiro Takeuchi and others
  • NEDO
    Accelerating The Use of AI Technologies through Automated Machine Learning
    PI: Masaki Onishi (AIST) / Co-PI: Ichiro Takeuchi and others
  • NEDO
    Development of crystal growth technology by communication between AI and operators
    PI: Toru Ujihara (Nagoya U) / Co-PI: Ichiro Takeuchi and others
  • JST AIP Acceleration Research
    Deepening Statistics for Reliable Data-Driven Science
    PI: Koji Tsuda (U-Tokyo) / Co-PI: Ichiro Takeuchi and others

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