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Home›Data center›Researcher database›FUNATSU KIMITO

教授

FUNATSU KIMITO

船津 公人

Nara Institute of Science and Technology · Center for Data-Driven Science Creation

Affiliation
Nara Institute of Science and Technology · Center for Data-Driven Science Creation
Research keywords
inverse QSPR, inverse QSAR, molecular structure generation, machine learning design, polyester resins, molecular representations, ligand-based modeling
Research fields
Engineering, Process engineering, Recycling engineering, 化学工学一般, Science and Engineering, Integrated engineering
Funded projects
12 grants · latest 2007

Recent work

  • Interfacial negative charges in PECVD-SiO2/Si films: Correlating Si 2p XPS with electrical properties to construct a physically consistent model,（2025）
  • Data-Driven Molecular Structure Generation for Inverse QSPR/QSAR Problem,（2024）
  • Designing Heat-Resistant and Moldable Polyester Resin by the Integration of Machine Learning Models with Expert Knowledge,（2024）
  • Two- and Three-Dimensional Molecular Representations in Ligand-Based Approaches,（2024）
  • Screening and Validation of Odorants against Influenza A Virus Using Interpretable Regression Models,（2022）

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