{"title":"Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis","authors":"Ryo Tamura, Kenji Nagata, Keitaro Sodeyama, Kensaku Nakamura, Toshiki Tokuhira, Satoshi Shibata, Kazuki Hammura, Hiroki Sugisawa, Masaya Kawamura, Teruki Tsurimoto, Masanobu Naito, Masahiko Demura, Takashi Nakanishi","doi":"10.1080/14686996.2024.2388016","DOIUrl":"https://doi.org/10.1080/14686996.2024.2388016","url":null,"abstract":"Predicting the mechanical properties of polymer materials using machine learning is essential for the design of next-generation of polymers. However, the strong relationship between the higher-orde...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"77 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141969738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Engineering the electronic properties of MoTe2 via defect control","authors":"Celal Yelgel, Övgü C. Yelgel","doi":"10.1080/14686996.2024.2388502","DOIUrl":"https://doi.org/10.1080/14686996.2024.2388502","url":null,"abstract":"The remarkable electronic properties of monolayer MoTe2 make it a very adaptable material for use in optoelectronic and nano electronic applications. MoTe2 growth often exhibits intrinsic defects, ...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"59 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948622","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Foreword to the focus issue: Metal Atom Clusters and Superatoms: From Fundamentals to Functional Nanocomposites","authors":"Tetsuo UCHIKOSHI, Naoki OHASHI, Fabien GRASSET","doi":"10.1080/14686996.2024.2377923","DOIUrl":"https://doi.org/10.1080/14686996.2024.2377923","url":null,"abstract":"Published in Science and Technology of Advanced Materials (Just accepted, 2024)","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"28 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141611687","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Le Li, Zhenghao Chen, Seiko Tei, Yusuke Matsuo, Ryosuke Chiba, Koretaka Yuge, Haruyuki Inui, Easo P. George
{"title":"Analysis of the temperature-dependent plastic deformation of single crystals of quinary, quaternary and ternary equiatomic high- and medium-entropy alloys of the Cr-mn-fe-co-ni system","authors":"Le Li, Zhenghao Chen, Seiko Tei, Yusuke Matsuo, Ryosuke Chiba, Koretaka Yuge, Haruyuki Inui, Easo P. George","doi":"10.1080/14686996.2024.2376524","DOIUrl":"https://doi.org/10.1080/14686996.2024.2376524","url":null,"abstract":"Temperature-dependent plastic deformation behaviors of single crystals of quaternary and ternary equiatomic medium-entropy alloys (MEAs) belonging to the Cr-Mn-Fe-Co-Ni system were investigated in ...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"14 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141611602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tomoko Nishitani, Takahiko Hirokawa, Hitoshi Ishiguro, Takeshi Ito
{"title":"Mechanism of antibacterial property of micro scale rough surface formed by fine-particle bombarding","authors":"Tomoko Nishitani, Takahiko Hirokawa, Hitoshi Ishiguro, Takeshi Ito","doi":"10.1080/14686996.2024.2376522","DOIUrl":"https://doi.org/10.1080/14686996.2024.2376522","url":null,"abstract":"Fine-particle bombardment (FPB) is typically used to modify metal surfaces by bombarding them with fine particles at high speed. FPB is not a coating technique but is used for forming microscale co...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"6 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141611603","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Weiyi Tan, Qiuxin Zhang, Mikki Lee, William Lau, Bing Xu
{"title":"Enzymatic control of intermolecular interactions for generating synthetic nanoarchitectures in cellular environment","authors":"Weiyi Tan, Qiuxin Zhang, Mikki Lee, William Lau, Bing Xu","doi":"10.1080/14686996.2024.2373045","DOIUrl":"https://doi.org/10.1080/14686996.2024.2373045","url":null,"abstract":"Nanoarchitectonics, as a technology to arrange nano-sized structural units such as molecules in a desired configuration, requires nano-organization, which usually relies on intermolecular interacti...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"80 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141514354","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Nanocatalytic NO gas therapy against orthotopic oral squamous cell carcinoma by single iron atomic nanocatalysts","authors":"Yuting Xie, Jiaxin Zuo, Angang Ding, Ping Xiong","doi":"10.1080/14686996.2024.2368452","DOIUrl":"https://doi.org/10.1080/14686996.2024.2368452","url":null,"abstract":"Oral squamous cell carcinoma (OSCC) has been being one of the most malignant carcinomas featuring high metastatic and recurrence rates. The current OSCC treatment modalities in clinics severely det...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"35 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141501618","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Decoding thermal properties in polymer-inorganic heat dissipators: a data-driven approach using pyrolysis mass spectrometry.","authors":"Yusuke Hibi, Yasuhiro Tsuyuki, Satoshi Ishii, Eiichi Ide, Masanobu Naito","doi":"10.1080/14686996.2024.2362125","DOIUrl":"10.1080/14686996.2024.2362125","url":null,"abstract":"<p><p>Polymeric materials can boost their performances by strategically incorporating inorganic substances. Heat dissipators are a representative class of such composite materials, where inorganic fillers and matrix polymers contribute to high thermal conductivity and strong adhesion, respectively, resulting in excellent heat dissipation performance. However, due to the complex interaction between fillers and polymers, even slight differences in structural parameters, e.g. dispersion/aggregation degree of fillers and crosslink density of polymers, may significantly impact material performance, complicating the quality management and guidelines for material developments. Therefore, we introduce pyrolysis mass spectra (MS) as material descriptors. On the basis of these spectra, we construct prediction models using a data-driven approach, specifically focusing on thermal conductivity and adhesion, which are key indicators for heat dissipating performance. Pyrolysis-MS observes thermally decomposable polymers, which occupy only 0.1 volume fraction of the heat dissipators; nevertheless, the physical states of non-decomposable inorganic fillers are implicitly reflected in the pyrolyzed fragment patterns of the matrix polymers. Consequently, pyrolysis-MS provides sufficient information to construct accurate models for predicting heat dissipation performance, simplifying quality management by substituting time-consuming performance evaluations with rapid pyrolysis-MS measurements. Furthermore, we elucidate that higher crosslinking density of the matrix polymers enhances thermal conductivity. This data-driven method promises to streamline the identification of key functional factors in complex composite materials.</p>","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"25 1","pages":"2362125"},"PeriodicalIF":5.5,"publicationDate":"2024-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11177714/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141331690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Ball-milled MoS<sub>2</sub> with graphene shows enhanced catalytic activity for hydrogen evolution reaction.","authors":"Linghui Li, Satish Laxman Shinde, Takeshi Fujita, Takahiro Kondo","doi":"10.1080/14686996.2024.2359360","DOIUrl":"10.1080/14686996.2024.2359360","url":null,"abstract":"<p><p>The hydrogen evolution reaction (HER) is an important phenomenon in water splitting. Consequently, the development of an active, earth-abundant, and inexpensive HER catalyst is highly desired. MoS<sub>2</sub> has drawn considerable interest as an HER catalyst because it is composed of non-precious metal and exhibits high catalytic activity in the nanosheet form. In this study, size-controlled MoS<sub>2</sub> particles were synthesized by ball milling. The as-prepared samples exhibited significantly enhanced electrochemical and catalytic properties compared to those of pristine bulk MoS<sub>2</sub>. Furthermore, the HER activity improved further upon the introduction of graphene into the as-prepared ball-milled samples. In particular, the MoS<sub>2</sub> sample ball-milled for 12 h mixed with graphene exhibited optimal performance, showing an overpotential (160 mV at 10 mA cm<sup>-2</sup>) that was ~ 335 mV lower than that of pristine bulk MoS<sub>2</sub>. The superior catalytic activity was ascribed to the exposed edge sites, sulfur vacancies, and 1T phase of MoS<sub>2</sub>, as well as the noteworthy fortifying effect of the electronically conductive flexible material, graphene. The results provide a promising strategy for its application as an efficient and stable HER catalyst.</p>","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"25 1","pages":"2359360"},"PeriodicalIF":5.5,"publicationDate":"2024-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11177716/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141331660","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}