|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 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 | A microcomputer-assisted retention prediction with gradient elution in reversed-phase liquid chromatography显示文摘 | K. Jinno M. Kuwajima | 1986 | Chromatographia1986，，9： | 2 |
| 3 | Graft polymerization of methyl methacrylate onto gelatin 显示文摘 | KUWAJIMA T YOSHIDA H HAYASHI K | 1976 | J Appl Polym Sci1976，，20： | 1 |
| 4 | The cardiac functional reserve in elderly hypertensive patients with abpromal cliurned change in blood pressure显示文摘 | Suzuki Y Kuwajima I Kanemuru A | 1992 | J Hypertens1992，10，： | 1 |
| 5 | Specificity, duplex degradation and subcellular localization of antagomirs显示文摘 | Krutzfeldt J Kuwajima S Braieh R | 2007 | Nucleic Acids Research2007，35，9： | 1 |
| 6 | Phase change mechanical properties of ZrO2 -Y2 03 solid electrolyte after aging 显示文摘 | Kobayashi K Kuwajima H Masaki T | 1981 | Solid State Ionics1981，3，4： | 1 |
| 7 | The short chain fatty acid, butyrate, stimulates MUC2 mucin production in the human colon cancer cell line, LS174T 显示文摘 | HATAYAMA H WASHITA J KUWAJIMA | 2007 | Biochemical and Biophysical Research Communications2007，356，3： | 1 |
| 8 | Pile bearing capacity factors and soil crushabiity显示文摘 | KUWAJIMA K HYODO M HYDE A F | 2009 | Journal of Geotechnical and Geoenvironmental Engineering2009，135，7： | 1 |
| 9 | The short chain fatty acid, butyrate, stimulates MUC2 mucin production in the human colon cancer cell line, LS174T 显示文摘 | HATAYAMA H IWASHITA J KUWAJIMA A | 2007 | Biochem Biophys Res Commun2007，356，3： | 1 |
| 10 | Specificity,duplex degradation and subcellular localization of antagomirs显示文摘 | Krutzfeldt J Kuwajima S Braich R | | 0，，： | 1 |
| 11 | Salter lnnominate osteotomy in the treatment of severe legg-calve-perthes disease:clinical and radiographic results in 32 patients(37 Hips)at skeletal maturity显示文摘 | Ishida Akira Kuwajima | 2004 | Journal of Pediatric orhtopaedies2004，3，： | 1 |
| 12 | Antiproliferative effect of fluvastatin and thiazolidinedione in mesangial cells of diabetic rats显示文摘 | Okada M Yangida H Kuwajima H | 2004 | Pediatr Nephrol2004，19，1： | 1 |
| 13 | The effects of short- ter- mblood pressure variability and nighttime blood pressure levels on cognitive function 显示文摘 | Kanemaru A Kanemaru K Kuwajima I | 2001 | Hypertens Res2001，24，1： | 1 |
| 14 | Changes in islet capiUaryangioarchitecture coincide with impaired B-cell function but notwith insulin resistance in male Otsuka-Long-Evans-Tokushima fattyrats: dimorphism of the diabetic phenotype at an advanced ages显示文摘 | Mizuno A Noma Y Kuwajima M | 1999 | Metabolism: Clinical and Experimental1999，48，4： | 1 |
| 15 | An acetophenone glycoside from Exacum affine显示文摘 | Kuwajima H Shibano N Baba T | 1996 | Phytochemistry1996，41，1： | 1 |
| 16 | Phase change and mechanical properties of Zr O2-Y2O3solid electrolyte after ageing显示文摘 | Kobayashi K Kuwajima H Masaki T | 1981 | Solid State Ionics1981，3，： | 1 |
| 17 | The role of advanced glycosylation end products in the pathogenesis of atherosclerosis显示文摘 | Maki TAZ Yanagisawa K Kuwajima S | 1996 | Nephrol Dial Transplant1996，11，： | 1 |
| 18 | Clinical utility of a rapid test for uristatin显示文摘 | Pugia MJ Takemura T Kuwajima S | 2002 | Clin Biochem2002，35，2： | 1 |
| 19 | Ambulatory blood pressure in the eldedy with hypertersion显示文摘 | Kuwajima I | 1994 | Nippon Ronen Igakkai zasshi1994，31，5： | 1 |
| 20 | A case of maternal reaction due to fetomatemal transfusion 显示文摘 | Suzuki S Kuwajima T Murata T | 2003 | 3 Nippon Med Sch2003，70，5： | 1 |
您所在的机构暂未开通此部分的功能，请联系管理员