Science and Technology of Advanced Materials最新文献

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Hybrid biofabricated blood vessel for medical devices testing. 用于医疗器械测试的混合生物制造血管。
IF 7.4 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-09-18 eCollection Date: 2024-01-01 DOI: 10.1080/14686996.2024.2404382
Alberto Portone, Francesco Ganzerli, Tiziana Petrachi, Elisa Resca, Valentina Bergamini, Luca Accorsi, Alberto Ferrari, Simona Sbardelatti, Luigi Rovati, Giorgio Mari, Massimo Dominici, Elena Veronesi
{"title":"Hybrid biofabricated blood vessel for medical devices testing.","authors":"Alberto Portone, Francesco Ganzerli, Tiziana Petrachi, Elisa Resca, Valentina Bergamini, Luca Accorsi, Alberto Ferrari, Simona Sbardelatti, Luigi Rovati, Giorgio Mari, Massimo Dominici, Elena Veronesi","doi":"10.1080/14686996.2024.2404382","DOIUrl":"https://doi.org/10.1080/14686996.2024.2404382","url":null,"abstract":"<p><p>Current <i>in vitro</i> and <i>in vivo</i> tests applied to assess the safety of medical devices retain several limitations, such as an incomplete ability to faithfully recapitulate human features, and to predict the response of human tissues together with non-trivial ethical aspects. We here challenged a new hybrid biofabrication technique that combines bioprinting and Fast Diffusion-induced Gelation strategy to generate a vessel-like structure with the attempt to spatially organize fibroblasts, smooth-muscle cells, and endothelial cells. The introduction of Fast Diffusion-induced Gelation minimizes the endothelial cell mortality during biofabrication and produce a thin endothelial layer with tunable thickness. Cell viability, Von Willebrand factor, and CD31 expression were evaluated on biofabricated tissues, showing how bioprinting and Fast Diffusion-induced Gelation can replicate human vessels architecture and complexity. We then applied biofabricated tissue to study the cytotoxicity of a carbothane catheter under static condition, and to better recapitulate the effect of blood flow, a novel bioreactor named CuBiBox (Customized Biological Box) was developed and introduced in a dynamic modality. Collectively, we propose a novel bioprinted platform for human <i>in vitro</i> biocompatibility testing, predicting the impact of medical devices and their materials on vascular systems, reducing animal experimentation and, ultimately, accelerating time to market.</p>","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"25 1","pages":"2404382"},"PeriodicalIF":7.4,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11425690/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142353127","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}
引用次数: 0
First-principles calculations on dislocations in MgO. 氧化镁中位错的第一性原理计算。
IF 7.4 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI: 10.1080/14686996.2024.2393567
Shin Kiyohara, Tomohito Tsuru, Yu Kumagai
{"title":"First-principles calculations on dislocations in MgO.","authors":"Shin Kiyohara, Tomohito Tsuru, Yu Kumagai","doi":"10.1080/14686996.2024.2393567","DOIUrl":"10.1080/14686996.2024.2393567","url":null,"abstract":"<p><p>While ceramic materials are widely used in our society, their understanding of the plasticity is not fully understood. MgO is one of the prototypical ceramics, extensively investigated experimentally and theoretically. However, there is still controversy over whether edge or screw dislocations glide more easily. In this study, we directly model the atomic structures of the dislocation cores in MgO based on the first-principles calculations and estimate the Peierls stresses. Our results reveal that the screw dislocation on the primary slip system exhibits a smaller Peierls stress than the edge dislocation. The tendency is not consistent with metals, but rather with TiN, suggesting a characteristic inherent to rock-salt type materials.</p>","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"25 1","pages":"2393567"},"PeriodicalIF":7.4,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11370692/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142126592","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}
引用次数: 0
From cane to nano: advanced nanomaterials derived from sugarcane products with insights into their synthesis and applications. 从甘蔗到纳米:从甘蔗产品中提取的先进纳米材料及其合成和应用见解。
IF 7.4 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-19 eCollection Date: 2024-01-01 DOI: 10.1080/14686996.2024.2393568
Bhavya Mod, Arun V Baskar, Rohan Bahadur, Ehsan Tavakkoli, Lukas Van Zwieten, Gurwinder Singh, Ajayan Vinu
{"title":"From cane to nano: advanced nanomaterials derived from sugarcane products with insights into their synthesis and applications.","authors":"Bhavya Mod, Arun V Baskar, Rohan Bahadur, Ehsan Tavakkoli, Lukas Van Zwieten, Gurwinder Singh, Ajayan Vinu","doi":"10.1080/14686996.2024.2393568","DOIUrl":"10.1080/14686996.2024.2393568","url":null,"abstract":"<p><p>Sugarcane-based products are inherently rich in elements such as silicon, carbon and nitrogen. As such, these become ideal precursors for utilization in a wide array of application fields. One of the appealing areas is to transform them into nanomaterials of high interest that can be employed in several prominent applications. Among nanomaterials, sugarcane products based on silica nanoparticles (SNPs), carbon dots (CDs), metal/metal oxide-based NPs, nanocellulose, cellulose nanofibers (CNFs), and nano biochar are becoming increasingly reported. Through manipulation of the experimental conditions and choosing suitable starting precursors and elements, it is possible to devise these nanomaterials with highly desired properties suited for specific applications. The current review presents the findings from the recent literature wherein an effort has been made to convey new development in the field of sugarcane-based products for the synthesis of the above-mentioned nanomaterials. Various nanomaterials were systematically discussed in terms of their synthesis and application perspectives. Wherever possible, a comparative analysis was carried out to highlight the potential of sugarcane products for the intended purpose as compared to other biomass-based materials. This review is expected to stand out in delivering an up-to-date survey of the literature and provide readers with necessary directions for future research.</p>","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"25 1","pages":"2393568"},"PeriodicalIF":7.4,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11376298/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142140962","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}
引用次数: 0
Improvement in CPP-GMR read head sensor performance using [001]-oriented polycrystalline half-metallic Heusler alloy Co2FeGa0.5Ge0.5 and CoFe bilayer electrode. 使用[001]取向多晶半金属 Heusler 合金 Co2FeGa0.5Ge0.5 和 CoFe 双层电极提高 CPP-GMR 读头传感器的性能。
IF 7.4 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-14 eCollection Date: 2024-01-01 DOI: 10.1080/14686996.2024.2388503
Dolly Taparia, Taisuke Sasaki, Tomoya Nakatani, Hirofumi Suto, Yoshio Miura, Zehao Li, Varun Kumar Kushwaha, Kazuumi Inubushi, Shinto Ichikawa, Katsuyuki Nakada, Tomoyuki Sasaki, Seiji Mitani, Yuya Sakuraba
{"title":"Improvement in CPP-GMR read head sensor performance using [001]-oriented polycrystalline half-metallic Heusler alloy Co<sub>2</sub>FeGa<sub>0.5</sub>Ge<sub>0.5</sub> and CoFe bilayer electrode.","authors":"Dolly Taparia, Taisuke Sasaki, Tomoya Nakatani, Hirofumi Suto, Yoshio Miura, Zehao Li, Varun Kumar Kushwaha, Kazuumi Inubushi, Shinto Ichikawa, Katsuyuki Nakada, Tomoyuki Sasaki, Seiji Mitani, Yuya Sakuraba","doi":"10.1080/14686996.2024.2388503","DOIUrl":"10.1080/14686996.2024.2388503","url":null,"abstract":"<p><p>A current-perpendicular-to-plane giant magnetoresistive (CPP-GMR) device with a half-metallic electrode is one of the most promising candidates of next-generation read head for hard disk drive. In this study, we fabricate [001]-oriented polycrystalline CPP-GMR devices with the normal ferromagnet (NFM) CoFe/half-metallic ferromagnet (HMFM) Co<sub>2</sub>FeGa<sub>0.5</sub>Ge<sub>0.5</sub> (CFGG) bilayer electrodes to enhance the magnetoresistance (MR) ratio by large interfacial spin-dependent scattering at the NFM/HMFM interface. The CoFe/CFGG bilayer electrode provides the additional large interfacial spin-dependent scattering and achieves high <i>MR</i> ratio of 22.7% with the CoFe(4.5 nm)/CFGG(2.5 nm) bilayer electrodes, which is almost three(two) times larger than the <i>MR</i> ratio with the single CoFe(CFGG) (7 nm) electrodes. The bias voltage dependent study revealed an additional advantage of increasing the output voltage |Δ<i>V</i>| by using the CoFe/CFGG bilayer due to the improvement of the endurance against spin-transfer torque under high bias current. A maximum output voltage <math> <mrow> <msub> <mfenced><mrow><mi>Δ</mi> <mi>V</mi></mrow> </mfenced> <mrow> <mrow><mrow><mi>max</mi></mrow> </mrow> </mrow> </msub> </mrow> </math> of 6.5 mV was obtained with the CoFe(5.5 nm)/CFGG(1.5 nm) electrodes, which is the highest ever reported in the CPP-GMR devices with a uniform metallic spacer including high-quality epitaxial devices.</p>","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"25 1","pages":"2388503"},"PeriodicalIF":7.4,"publicationDate":"2024-08-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11328801/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142000683","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}
引用次数: 0
Developing poly(ethylene glycol)-b-poly(β-hydroxybutyrate)-based self-assembling prodrug for the management of cisplatin-induced acute kidney injury. 开发基于聚(乙二醇)-b-聚(β-羟基丁酸)的自组装原药,用于治疗顺铂引起的急性肾损伤。
IF 7.4 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-13 eCollection Date: 2024-01-01 DOI: 10.1080/14686996.2024.2382084
Duc Tri Bui, Yukio Nagasaki
{"title":"Developing poly(ethylene glycol)-<i>b</i>-poly(β-hydroxybutyrate)-based self-assembling prodrug for the management of cisplatin-induced acute kidney injury.","authors":"Duc Tri Bui, Yukio Nagasaki","doi":"10.1080/14686996.2024.2382084","DOIUrl":"10.1080/14686996.2024.2382084","url":null,"abstract":"<p><p>Although β-hydroxybutyrate (BHB), one of the endogenous body ketones, possesses high bioactivities, it is rapidly consumed, metabolized, and eliminated from the body. In this study, we designed new self-assembling nanoparticles that sustainably released BHB to improve bioavailability and evaluated their efficacy in <i>in vivo</i> experiments using rodent animal models. Since poly(β-hydroxybutyrate) [poly(BHB)] is regarded as a polymeric prodrug that is hydrolyzed by endogenous enzymes and releases BHB in a sustained manner, our idea was to engineer hydrophobic poly(BHB) in one of the segments in the amphiphilic block copolymer, of which self-assembles in water to form nanoparticles of tens of nanometers in size (abbreviated as Nano<sup>BHB</sup>). Here, methoxy-poly(ethylene glycol) was employed as the hydrophilic segment of the block copolymer to stabilize the nanoparticles in aqueous environments, thus enabling Nano<sup>BHB</sup>s to be administrable both orally and through injection. Experimental results showed that Nano<sup>BHB</sup> has low toxicity and releases free BHB for an extended period <i>in vitro</i> and <i>in vivo</i>. Moreover, Nano<sup>BHB</sup> exhibits superior nephroprotective effects in cisplatin-induced acute kidney injury mouse models compared to low-molecular-weight (LMW) sodium BHB, suggesting the potential of Nano<sup>BHB</sup> as a sustainable release formulation to supply BHB for medicinal applications.</p>","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"25 1","pages":"2382084"},"PeriodicalIF":7.4,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11334744/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142009287","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}
引用次数: 0
Magnetic-anisotropy modulation in multiferroic heterostructures by ferroelectric domains from first principles. 从第一原理看铁电畴对多铁素体异质结构的磁各向异性调制。
IF 7.4 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-12 eCollection Date: 2024-01-01 DOI: 10.1080/14686996.2024.2391268
Amran Mahfudh Yatmeidhy, Yoshihiro Gohda
{"title":"Magnetic-anisotropy modulation in multiferroic heterostructures by ferroelectric domains from first principles.","authors":"Amran Mahfudh Yatmeidhy, Yoshihiro Gohda","doi":"10.1080/14686996.2024.2391268","DOIUrl":"10.1080/14686996.2024.2391268","url":null,"abstract":"<p><p>First-principles calculations incorporating spin-orbit coupling are presented for a multiferroic material as a ferromagnetic/ferroelectric junction. We simulate the interface effect that cannot be described by the single-phase bulk. The in-plane uniaxial magnetic-anisotropy of Co<sub>2</sub>FeSi is observed when the ferroelectric domain is polarized parallel to the interface, whereas the magnetic anisotropy is significantly different in the plane for the electrical polarization perpendicular to the interface. While the single-phase effect dominates the main part of the modulation of the magnetic anisotropy, symmetry breaking due to the interfacial effect is observed in the ferromagnetic ultrathin films. The origin of the modulated magnetic-anisotropy can be attributed to the shifting of specific energy bands in Co<sub>2</sub>FeSi when the ferroelectric domain is modified.</p>","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"25 1","pages":"2391268"},"PeriodicalIF":7.4,"publicationDate":"2024-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11346327/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142073768","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}
引用次数: 0
Highly flexible and transparent colorless polyimide substrate sandwiched between plasma polymerized fluorocarbon and InGaTiO for high performance flexible perovskite solar cells 夹在等离子聚合碳氟化合物和 InGaTiO 之间的高柔性、透明无色聚酰亚胺衬底,用于制造高性能柔性过氧化物太阳能电池
IF 5.5 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-06 DOI: 10.1080/14686996.2024.2373041
Su-Kyung Kim, Eun-Mi Cho, Hae-Jun Seok, Young-Yun Kim, Dong-Hyeok Choi, Sang-Jin Lee, Nam Joong Jeon, Han-Ki Kim
{"title":"Highly flexible and transparent colorless polyimide substrate sandwiched between plasma polymerized fluorocarbon and InGaTiO for high performance flexible perovskite solar cells","authors":"Su-Kyung Kim, Eun-Mi Cho, Hae-Jun Seok, Young-Yun Kim, Dong-Hyeok Choi, Sang-Jin Lee, Nam Joong Jeon, Han-Ki Kim","doi":"10.1080/14686996.2024.2373041","DOIUrl":"https://doi.org/10.1080/14686996.2024.2373041","url":null,"abstract":"We integrated transparent antireflective coatings and transparent electrodes onto flexible colorless polyimide (CPI) substrates to fabricate high-performance flexible perovskite solar cells. Multif...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"6 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948620","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}
引用次数: 0
Comparative study of the experimentally observed and GAN-generated 3D microstructures in dual-phase steels 双相钢中实验观察到的三维微观结构与 GAN 生成的三维微观结构的比较研究
IF 5.5 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-05 DOI: 10.1080/14686996.2024.2388501
Ikumu Watanabe, Keiya Sugiura, Ta-Te Chen, Toshio Ogawa, Yoshitaka Adachi
{"title":"Comparative study of the experimentally observed and GAN-generated 3D microstructures in dual-phase steels","authors":"Ikumu Watanabe, Keiya Sugiura, Ta-Te Chen, Toshio Ogawa, Yoshitaka Adachi","doi":"10.1080/14686996.2024.2388501","DOIUrl":"https://doi.org/10.1080/14686996.2024.2388501","url":null,"abstract":"In a deep-learning-based algorithm, generative adversarial networks can generate images similar to an input. Using this algorithm, an artificial three-dimensional (3D) microstructure can be reprodu...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"28 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948621","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}
引用次数: 0
Insights into the molecular response of Dioithona rigida to selenium nanoparticles: De novo transcriptome assembly and differential gene expression analysis Dioithona rigida 对纳米硒颗粒分子反应的见解:全新转录组组装和差异基因表达分析
IF 5.5 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-05 DOI: 10.1080/14686996.2024.2379758
Vineeth Kumar Chirayil Meethalepurayil, Karthick Velu, Inbakandan Dhinakarasamy, Lok Kumar Shrestha, Katsuhiko Ariga, Eldon Raj Rene, Ganesh Kumar Vijayakumar, Ravi Mani, Aravind Radhakrishnapillai, Stalin Dhas Tharmathass, Sowmiya Prasad
{"title":"Insights into the molecular response of Dioithona rigida to selenium nanoparticles: De novo transcriptome assembly and differential gene expression analysis","authors":"Vineeth Kumar Chirayil Meethalepurayil, Karthick Velu, Inbakandan Dhinakarasamy, Lok Kumar Shrestha, Katsuhiko Ariga, Eldon Raj Rene, Ganesh Kumar Vijayakumar, Ravi Mani, Aravind Radhakrishnapillai, Stalin Dhas Tharmathass, Sowmiya Prasad","doi":"10.1080/14686996.2024.2379758","DOIUrl":"https://doi.org/10.1080/14686996.2024.2379758","url":null,"abstract":"The impact of contaminants on Copepod sp. and its molecular response is least explored, despite their abundance and dominance among invertebrates in aquatic environments. In the present investigati...","PeriodicalId":21588,"journal":{"name":"Science and Technology of Advanced Materials","volume":"13 1","pages":""},"PeriodicalIF":5.5,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141948642","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}
引用次数: 0
Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis 通过 X 射线衍射分析对注塑聚丙烯机械性能进行机器学习预测
IF 5.5 3区 材料科学
Science and Technology of Advanced Materials Pub Date : 2024-08-05 DOI: 10.1080/14686996.2024.2388016
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
{"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}
引用次数: 0
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