論文

  • Stephen Wu, Guillaume Lambard, Chang Liu, Hironao Yamada, Ryo Yoshida (2019) “iQSPR in XenonPy: A Bayesian Molecular Design Algorithm”, molecular informatics, full access.
    [Wiley Online Library]
  • Shenghong Ju, Ryo Yoshida, Chang Liu, Kenta Hongo, Terumasa Tadano, Junichiro Shiomi (2019) “Exploring diamond-like lattice thermal conductivity crystals via feature-based transfer learning”, ChemRxiv, preprint.
    [ChemRxiv]
  • Hironao Yamada, Chang Liu, Stephen Wu, Yukinori Koyama, Shenghong Ju, Junichiro Shiomi, Junko Morikawa, Ryo Yoshida (2019) “Predicting materials   properties with little data using shotgun transfer learning“, ACS Central Science, 5 (10): 1717-1730.
    [ACS Publications]
  • Yu Toyoshima, Stephen Wu, Manami Kanamori,Hirofumi Sato, Moon Sun Jang, Suzu Oe, Yuko Murakami, Takayuki Teramoto, ChanHyun Park, Yuishi Iwasaki, Takeshi IshiharaRyo Yoshida, Yuichi Iino (2019) “An annotation dataset facilitates automatic annotation of whole-brain activity imaging of C. elegans”, bioRxiv, preprint
    [bioRxiv]
  • Naoko Takubo, Fumitaka Yura, Kazuaki Naemura, Ryo Yoshida, Terumasa Tokunaga, Tetsuji Tokihiro, Hiroki Kurihara (2019) “Cohesive and anisotropic vascular endothelial cell motility driving angiogenic morphogenesis”, Scientific Reports, 9: 9304.
    [Scientific Reports]
  • Stephen Wu, Yukiko Kondo, Masa-aki Kakimoto, Bin Yang, Hironao Yamada, Isao Kuwajima, Guillaume Lambard, Kenta Hongo, Yibin Xu, Junichiro Shiomi, Christoph Schick, Junko Morikawa, Ryo Yoshida (2019) “Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm”, npj Computational Materials, 5: 66.
    [npj Computational Materials]
  • Yumi Kawamura, Shinsuke Koyama, Ryo Yoshida (2018)  “Statistical inference of the rate of RNA polymerase II elongation by total RNA sequencing”, Bioinformatics, 35 (11): 1877-1884.
    [Bioinformatics]
  • Ryo Yoshida (2018) “Discussion on the paper by Professor Wu”, Annals of the Institute of Statistical Mathematics, 70 (2): 275–278.
    [Springer]
  • Osamu Hirose, Shotaro Kawaguchi, Terumasa Tokunaga, Yu Toyoshima, Takayuki Teramoto, Sayuri Kuge, Takeshi Ishihara, Yuichi Iino, Ryo Yoshida (2018) SPF-CellTracker: Tracking multiple cells with strongly-correlated moves using a spatial particle filter, ACM Transactions on Computational Biology and Bioinformatics, 15 (6): 1822-1831.
    [ IEEE Xplore] [Software]
  • Hisaki Ikebata, Kenta Hongo, Tetsu Isomura, Ryo Maezono, Ryo Yoshida (2017) Bayesian molecular design with a chemical language model, Journal of Computer-Aided Molecular Design, 31 (4): 379-391.
    [PubMed] [Software]