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| 1 | Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm显示文摘The use of machine learning in computational molecular design has great potential to accelerate the discovery of innovative materials.However,its practical benefits still remain unproven in real-world applications,particularly in polymer science.We demonstrate the successful discovery of new polymers with high thermal conductivity,inspired by machine-learning-assisted polymer chemistry.This discovery was made by the interplay between machine intelligence trained on a substantially limited amount of polymeric properties data,expertise from laboratory synthesis and advanced technologies for thermophysical property measurements.Using a molecular design algorithm trained to recognize quantitative structure—property relationships with respect to thermal conductivity and other targeted polymeric properties,we identified thousands of promising hypothetical polymers.From these candidates,three were selected for monomer synthesis and polymerization because of their synthetic accessibility and their potential for ease of processing in further applications.The synthesized polymers reached thermal conductivities of 0.18–0.41 W/mK,which are comparable to those of state-of-the-art polymers in non-composite thermo-plastics. | 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 | npj Computational Materials2019，，1： | 14 |
| 2 | Development of a serotyping enzyme-linked immunosorbent assay system based on recombinant truncated hantavirus nucleocapsid proteins for New World hantavirus infection显示文摘 | Takaaki Koma Kumiko Yoshimatsu Midori Taruishi Daisuke Miyashita Rika Endo Kenta Shimizu Shumpei P. Yasuda Takako Amada Takahiro Seto Ryo Murata Haruka Yoshida Hiroaki Kariwa Ikuo Takashima Jiro Arikawa | 2012 | Journal of Virological Methods2012，，1： | 2 |
| 3 | Kobata, Newlydeveloped standard conductance element for in situ cali-bration of high vacuum gauges 显示文摘 | Yoshida H Kenta Arai Hitoshi Akimichi T | 2012 | Measurement2012，45，10： | 1 |
| 4 | Calculation and uncertainty evaluation of conductance of a precise orifice for orifice-flow method显示文摘 | HAJIME YOSHIDA MASANORI SHIRO KENTA ARAI | 2004 | Vacuum2004，77，： | 1 |
| 5 | Newly Developed Standard Conductance Element for in Situ Cali- bration of High Vacuum Gauges 显示文摘 | Hajime Yoshida Kenta Arai HitoshiAkimichi | 2012 | Measurement2012，，45： | 1 |
| 6 | Suppression of T regs by anti‐glucocorticoid induced TNF receptor antibody enhances the antitumor immunity of interferon‐α gene therapy for pancreatic cancer显示文摘 | Kouichirou Aida Reina Miyakawa Koji Suzuki Kenta Narumi Takeshi Udagawa Yuki Yamamoto Tatsuya Chikaraishi Teruhiko Yoshida Kazunori Aoki | 2014 | Cancer Sci2014，，2： | 1 |
| 7 | Control of severe strictures after circumferential endoscopic submucosal dissection for esophageal carcinoma: oral steroid therapy with balloon dilation or balloon dilation alone显示文摘 | Hiroki Sato Haruhiro Inoue Yasutoshi Kobayashi Roberta Maselli Esperanza Grace R. Santi Bu’Hussain Hayee Kenta Igarashi Akira Yoshida Haruo Ikeda Manabu Onimaru Yutaka Aoyagi Shin-ei Kudo | 2013 | Gastrointestinal Endoscopy2013，，2： | 1 |
| 8 | Newly Developed Standard Conductance Element for in Situ Cali- bration of High Vacuum Gauges显示文摘 | Hajime Yoshida Kenta Arai Hitoshi Akimichi | 2012 | Measurement2012，45，： | 1 |
| 9 | Microstructure,hardening and deuterium retention in CVD tungsten irradiated with neutrons at temperatures of defect recovery stagesⅡandⅢ显示文摘Samples of ultra-high-purity tungsten prepared using chemical vapour deposition(CVD)technique were irradiated with neutrons at temperatures T_(irr)=373-483 K(stage Ⅱ of defect recovery)and T_(irr)=573-673 K(stage Ⅲ)up to 0.15 displacements per atom(dpa)in the Belgian reactor(BR2).The study of the microstructure of neutron-damaged samples using transmission electron microscopy(TEM)revealed visible defects with a predominance of dislocation loops.With an increase in the neutron irradiation temperature,the spatial distribution of the loops acquired pronounced inhomogeneity,and their average size moderately increased.Cavities and voids were not observed.Irradiation-induced hardening was found and a linear correlation was obtained between Vickers microhardness and nanohardness for undamaged and neutron-irradiated CVD-W samples.Irradiation of tungsten with neutrons led to a significant increase in the retention of deuterium,which accumulated mainly in vacancy-type traps.Furthermore,the influence of the columnar grain structure in low-dose neutron-irradiated tungsten seemed to be non-trivial upon deuterium retention. | Xiao-Ou Yi Tatsuya Kuwabara Vladimir KhAlimov Yu-Feng Du Wen-Tuo Han Ping-Ping Liu Bin-You Yan Jiu-Peng Song Kenta Yoshida Takeshi Toyama Fa-Rong Wan Somei Ohnuki Yuji Hatano Yasuyoshi Nagai | 2022 | Tungsten2022，4，3： | 0 |
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