Basic Information

Affiliated programs (koza)

• Graduate School of Agriculture, Graduate School of Agriculture, 助教

Email Address

• Email Address

  chen.shuoye.4zkyoto-u.ac.jp

Professional Memberships

• From Jun. 2023, To Present

  日本木材加工技術協会
• From Mar. 2013, To Present

  日本木材学会

Academic Degree

• 25 Mar. 2017

  筑波大学修士（農学）
• 25 Mar. 2020

  名古屋大学博士（農学）

Academic Resume (Graduate Schools)

• 筑波大学, 大学院生命環境科学研究科生物資源科学専攻博士前期課程, 修了
• 名古屋大学, 大学院生命農学研究科森林・環境資源科学専攻博士後期課程, 修了

Academic Resume (Undergraduate School/Majors)

• 筑波大学, 生命環境学群生物資源学類, 卒業

Research History

• From Apr. 2023, To Present

  Kyoto University, Research Institute for Sustainable Humanosphere Core Research Divisions Division of Creative Research and Development of Humanosphere Laboratory of Sustainable Materials, 助教
• From Apr. 2022, To Mar. 2023

  Kyoto University, Graduate School of Agriculture Division of Forest and Biomaterials Science, JSPS外国人特別研究員
• From Dec. 2020, To Mar. 2022

  Kyoto University, Graduate School of Agriculture Division of Forest and Biomaterials Science, 特定研究員
• From Apr. 2020, To Nov. 2020

  産業技術総合研究所 中部センター, 木質資源複合材料グループ, 産総研特別研究員

ID,URL

• ORCID ID

  0000-0001-6950-1856

• J-Global ID

  202301020732987257

• Researcher number

  10882962

researchmap URL

• https://researchmap.jp/chenshuoye

Research

Research Interests

• wood-based materials
• wood physics
• wood anatomy
• image anlysis
• computer vision
• machine learning

Research Areas

• Life sciences, Wood science

Papers

• Potential of machine learning approaches for predicting mechanical properties of spruce wood in the transverse direction

  Shuoye Chen; Rei Shiina; Kazushi Nakai; Tatsuya Awano; Arata Yoshinaga; Junji Sugiyama

  JOURNAL OF WOOD SCIENCE, Jun. 2023

  
• Unique characteristics of residual stress distribution of large-diameter keyaki (Zelkova serrata) logs and examination of their measurement method

  Naohisa Kameyama; Miyuki Matsuo-Ueda; Shuoye Chen; Zhuoting Jiang; Tatsuya Ichiyanagi; Masato Yoshida; Hiroyuki Yamamoto

  Journal of Wood Science, 30 Mar. 2023

  
• Examination of Cinnamomum camphora interlocked grain adopting X-ray computed tomography combined with particle image velocimetry

  Hairi Cipta; Kayoko Kobayashi; Shuoye Chen; Junji Sugiyama

  Journal of Wood Science, Dec. 2022

  
• Flexural behavior of wood in the transverse direction investigated using novel computer vision and machine learning approach

  Shuoye Chen; Tatsuya Awano; Arata Yoshinaga; Junji Sugiyama

  Holzforschung, 26 Oct. 2022

  
• Microscopic mechanism of contraction of tension wood G-fiber due to boiling

  Hiroyuki Yamamoto; K. C. Sujan; Miyuki Matsuo-Ueda; Masato Yoshida; Shuoye Chen

  Cellulose, Sep. 2022

  
• Limiting silicon supply alters lignin content and structures of sorghum seedling cell walls

  Reza Ramdan Rivai; Takuji Miyamoto; Tatsuya Awano; Arata Yoshinaga; Shuoye Chen; Junji Sugiyama; Yuki Tobimatsu; Toshiaki Umezawa; Masaru Kobayashi

  PLANT SCIENCE, Aug. 2022

  
• Hygrothermal recovery behavior of cellulose-rich gelatinous layer in tension wood studied by viscoelastic vibration measurement

  Shuoye Chen; Miyuki Matsuo-Ueda; Masato Yoshida; Hiroyuki Yamamoto

  Cellulose, Jun. 2021

  
• Hygrothermal recovery of compression wood in relation to DMSO swelling and drying shrinkage

  Shuoye Chen; Miyuki Matsuo-Ueda; Masato Yoshida; Hiroyuki Yamamoto

  Holzforschung, 27 Aug. 2020

  
• Significant and reversible dimensional changes in hydrothermally compressed cedar wood and its potential as humidity-sensitive actuator

  Eiichi Obataya; Shuoye Chen

  EUROPEAN JOURNAL OF WOOD AND WOOD PRODUCTS, Nov. 2019

  
• Changes in vibrational properties of compression wood in conifer due to hygrothermal treatment and their relationship with hygrothermal recovery strain

  Shuoye Chen; Miyuki Matsuo-Ueda; Masato Yoshida; Hiroyuki Yamamoto

  Journal of Materials Science, Feb. 2019

  
• Shape fixation of compressed wood by steaming: a mechanism of shape fixation by rearrangement of crystalline cellulose

  Shuoye Chen; Eiichi Obataya; Miyuki Matsuo-Ueda

  WOOD SCIENCE AND TECHNOLOGY, Sep. 2018

  
• Shape recovery and anomalous swelling of steam-compressed wood by swimming ring-like expansion of cell lumina

  Eiichi Obataya; Shuoye Chen

  WOOD SCIENCE AND TECHNOLOGY, Jul. 2018

  

Misc.

• Improved accuracy of automated cell type identification of optical microscopy images of transverse section with SVM

  小川芳樹; CHEN Shuoye; 粟野達也; 吉永新; 杉山淳司

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2023

  
• Optimizing wood classification accuracy using X-ray CT: A comparison of one-dimensional frequency histogram with density information and CNN with 2D and 3D GLCM features

  CIPTA Hairi; CHEN Shuoye; FUJII Tomoyuki; MIYATA Masahiro; ARAKI Tominori; AWANO Tatsuya; YOSHINAGA Arata; SUGIYAMA Junji

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2023

  
• Identification and Classification of 18 Domestic Conifers by Machine Learning of Cross-Sectional Optical Micrographs

  PUJASMARA Rafif; PUJASMARA Rafif; CHEN Shuoye; AWANO Tatsuya; YOSHINAGA Arata; SUGIYAMA Junji

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2023

  
• Characteristics in adjacent cell graphs of some species from Lauraceae observed in cross-sectional optical micrographs

  中川侑樹; 小川芳樹; CHEN Shuoye; 粟野達也; 吉永新; 杉山淳司

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2023

  
• Immunohistochemical profiling of poplar wood fiber

  土本茉央; 粟野達也; CHEN Shuoye; 吉永新; 杉山淳司

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2023

  
• Tissue recognition in cross section images of moso bamboo by multi-labeling U-Net model

  平井成実; 浜井堅成; CHEN Shuoye; 津山濯; 雉子谷佳男; 杉山淳司

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2023

  
• Potential of machine learning approaches for predicting mechanical properties of spruce wood in the transverse direction

  CHEN Shuoye; SHIINA Rei; NAKAI Kazushi; AWANO Tatsuya; YOSHINAGA Arata; SUGIYAMA Junji

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2023

  
• Effect of grains to the viscoelastic properties of spruce wood and it’s prediction by machine learning

  椎名令; 仲井一志; CHEN Shuoye; 粟野達也; 吉永新; 杉山淳司

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2022

  
• Cross section radial pattern analysis of Fagus crenata Blume vessel through stereo microscope

  舩木みあさ; CHEN Shuoye; 粟野達也; 吉永新; 杉山淳司

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2022

  
• Virtual immunofluorescence labeling of non-cellulosic polysaccharides

  土本茉央; 粟野達也; CHEN Shuoye; 杉山淳司

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2022

  
• Cell-by-cell segmentation and quantification by machine learning of light microscopy images of transverse section of xylem

  小川芳樹; CHEN Shuoye; 粟野達也; 吉永新; 杉山淳司

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2022

  
• Deformation of wood cell wall during three-point bending test studied by computer vision and machine learning

  CHEN Shuoye; AWANO Tatsuya; YOSHINAGA Arata; SUGIYAMA Junji

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2022

  
• Design of a Climate-Responsive and Self-Forming Prototype Based on The Hygroscopic Movement of Wood

  YUCEL Meral; 杉山淳司; 五十田博; 中川貴文; 松尾美幸; CHEN Shuoye; RUI Li

  日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM), 2022

  
• Analysis of cell wall deformation by computer vision and deep learning approach

  CHEN Shuoye; 杉山淳司

  日本建築学会大会学術講演梗概集・建築デザイン発表梗概集(CD-ROM), 2022

  
• The Characteristics of Internal Residual Stress of large-diameter Zelkova serrata logs

  亀山直央; 松尾美幸; 吉田正人; 山本浩之; CHEN Shuoye; 一柳達哉

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2021

  
• Hygrothermal recovery of compression wood in relation to DMSO swelling and drying shrinkage

  CHEN Shuoye; MATSUO-UEDA Miyuki; YOSHIDA Masato; YAMAMOTO Hiroyuki

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2020

  
• 圧縮あて材の特異な寸法変化挙動とその発現メカニズム

  深谷剛; 山本浩之; 吉田正人; 松尾美幸; 陳碩也; 山崎雄大; 安藤幸世; 園田里見; 花島宏奈

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2020

  
• ケヤキ大径材の表面成長応力および樹幹内残留応力の分布

  松尾美幸; 陳碩也; 吉田正人; 山本浩之; 亀山直央

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2020

  
• Study of hygrothermal recovery for compression wood in relation to swelling behavior by DMSO

  CHEN Shuoye; MATSUO-UEDA Miyuki; YOSHIDA Masato; YAMAMOTO Hiroyuki

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2019

  
• Hygrothermal recovery in elation to DMSO swelling and drying shrinkage

  陳碩也; 松尾美幸; 吉田正人; 山本浩之

  日本木材学会中部支部大会講演要旨集, 2019

  
• Changes in the dynamic viscoelastic properties of compression wood due to hygrothermal treatment and their relationships with hygrothermal recovery

  CHEN Shuoye; MATSUO-UEDA Miyuki; YOSHIDA Masato; YAMAMOTO Hiroyuki

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2018

  
• 水蒸気処理した圧縮木材の変形回復挙動および膨潤挙動

  陳碩也; 小幡谷英一

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2017

  
• A viscoelastic model to explain the shape fixation of compressed wood by hydrothermal treatment

  CHEN Shuoye; OBATAYA Eiichi

  日本木材学会大会研究発表要旨集(完全版)(CD-ROM), 2016

  
• Effects of continuous vibration on the dynamic viscoelastic properties of wood

  AKAHOSHI, Hikaru; CHEN, Shuoye; OBATAYA, Eiichi

  COST FP1302 WOODMUSICK Conference guide and abstracts, Sep. 2015

  

Awards

• 04 Oct. 2019

  優秀発表賞（日本木材学会中部支部）
• 25 Mar. 2015

  筑波大学　生命環境学群長賞

External funds: Kakenhi

• AI assisted analyses on the structural and mechanical optimization of wood materials

  Grant-in-Aid for JSPS Fellows

  Basic Section 40020:Wood science-related

  Kyoto University

  From 08 Mar. 2023, To 31 Mar. 2024, Granted

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-22KF0199/

Education

Teaching subject(s)

• From 01 Apr. 2023, To 31 Mar. 2024

  Laboratory Course in Sustainable Materials2

  BC53, Year-long, Graduate School of Agriculture, 5
• From 01 Apr. 2023, To 31 Mar. 2024

  Laboratory Course in Sustainable Materials1

  BC52, Year-long, Graduate School of Agriculture, 5
• From 01 Apr. 2023, To 31 Mar. 2024

  Seminar in Sustainable Materials1

  BB52, Year-long, Graduate School of Agriculture, 4
• From 01 Apr. 2023, To 31 Mar. 2024

  Seminar in Sustainable Materials2

  BB53, Year-long, Graduate School of Agriculture, 4
• From 01 Apr. 2023, To 31 Mar. 2024

  Sustainable Materials

  BA67, Spring, Graduate School of Agriculture, 2

Administration

Faculty management (title, position)

• From 01 Apr. 2023, To 31 Mar. 2024

  生存圏研究所客員審査委員会