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1. Architected materials informatics: Construction and application to cellular-structured heat sink optimization NSTL国家科技图书文献中心

Suzuki, Asuka |  Nakatani, Hideto... -  《Acta materialia》 - 2025,283 - 120557~ - 共13页

摘要: materials informatics for geometry optimization. Voronoi |  study provides architected materials informatics |  controlling the geometry of architected materials to achieve |  optimize the geometry of architected materials within a |  tessellation and informatics to construct architected
关键词: Architected materials |  Materials informatics |  Additive manufacturing |  Cellular structure |  Computational fluid dynamics

2. Materials Informatics Driven Designing Mg Alloys for Biodegradable Short-Term Implants Using Machine Learning NSTL国家科技图书文献中心

Mukherjee, Rahul |  Datta, Shubhabrata -  《JOM》 - 2025,77(1) - 20~38 - 共19页

摘要:, a materials informatics approach using four | Due to their non-toxic nature, high strength | -to-weight ratio, and low density, which is nearly |  identical to human cortical bone, and notable |  biocompatibility and biodegradability, magnesium alloys have
关键词: OBJECTIVE GENETIC ALGORITHMS |  IN-VITRO DEGRADATION |  CORROSION BEHAVIOR |  MAGNESIUM ALLOYS |  MECHANICAL-PROPERTIES |  BIO-CORROSION |  MICROSTRUCTURE |  ZN |  CA |  ADDITIONS

3. Materials Informatics Tools to Analyze Crystal Structures: Crystal Structure of the Novel Ternary Indide ErCo 2 In NSTL国家科技图书文献中心

Tyvanchuk, Yuriy |  Lee, Sangjoon... -  《Integrating Materials and Manufacturing Innovation》 - 2025,14(2) - 170~187 - 共18页

摘要: DFT and materials informatics methods. The crystal |  materials informatics software for high-throughput system | A new ternary rare-earth indide, ErCo2In, was |  synthesized by arc-melting and subsequent annealing at 1070 |  K for 720 h. The compound extends the RECo2In (RE
关键词: Intermetallics |  Rare earth |  Indide |  Electronic structure |  Bonding

4. 電子セラミックスの研究動向と未来戦略 NSTL国家科技图书文献中心

藤原忍 |  金高祐仁... -  《セラミックス》 - 2025,60(1) - 48~51 - 共4页

摘要:電子材料部会で扱うセラミックスは幅広く,その研究内容も誘電特性や電気伝導性などの基礎物性から | 積層セラミックコンデンサやパワーデバイスの製造プロセス技術,ナノクリスタルや原子層デバイスなどの未来 | 技術に至るまで多岐にわたっている.当協会の夢ロードマップ2024でも,IoT・量子・エレクトロニクス | 分野,エネルギー分野,安心・安全分野,基盤科学・プロセス分野と,大変多くの技術領域に電子セラミックスが | 関わっている.
关键词: Materials informatics |  Batteries |  Electrocerarnics

5. Anions' Radii - New data points calibrated to match Shannon's table NSTL国家科技图书文献中心

Alsalman, Mohammed A... |  Hezam, Mahmoud S.... -  《Computational Materials Science》 - 2025,247 - 共9页

摘要: field of material informatics and crystallography |  symmetric cubic binary structures in the Materials Project |  crystallography and materials engineering. | Ionic radii play a key descriptor role in the | . Traditionally, improving the widely used Shannon's radii
关键词: Shannon table |  Materials informatics |  Anion radius

6. (180661)Advancements in thermoelectric materials: Emerging trends in organic, inorganic systems, and material informatics NSTL国家科技图书文献中心

Satheesh Soumya |  K.S. Fatima... -  《Journal of Alloys and Compounds》 - 2025,1028 - 1~24 - 共24页

摘要:Thermoelectric (TE) materials, which convert |  materials. It emphasizes the approaches and materials |  explored and examined in detail. Inorganic materials like |  range of temperatures. Conversely, organic materials |  materials by predicting optimal compositions. This review
关键词: Thermoelectric materials |  Inorganic/organic composites |  Organic and inorganic thermoelectrics |  Figure of merit (ZT)

7. Graph-enhanced deep material network: multiscale materials modeling with microstructural informatics NSTL国家科技图书文献中心

Jean, Jimmy Gaspard |  Su, Tung-Huan... -  《Computational Mechanics》 - 2025,75(1) - 113~136 - 共24页

摘要: microstructural informatics, which can potentially be used for | This study addresses the fundamental challenge |  of extending the deep material network (DMN) to |  accommodate multiple microstructures. DMN has gained |  significant attention due to its ability to be used for fast
关键词: Deep material network |  Multiscale modeling |  Composite materials |  Graph neural network |  Graph-based mechanistic deep learning

8. Machine learning--based discovery of novel oxide and halide perovskites for energy storage NSTL国家科技图书文献中心

Gupta, Neelesh |  Kumar, Ravi... -  《Journal of Alloys and Compounds》 - 2025,1010 - 177470~ - 共20页

摘要:In this study, the novel oxide and halide |  perovskite compounds in the form of single and double |  perovskite are explored by using machine learning, density |  functional theory databases, and experimental databases | . The important features that define the formability
关键词: Perovskite |  Formability |  Stability |  Machine Learning |  Energy Materials |  Materials Informatics

9. バイオ界面における相互作用の解析とインフォマティクスを用いた材料機能の予測 NSTL国家科技图书文献中心

林智広 -  《表面技术》 - 2025,76(5) - 222~227 - 共6页

摘要:まず読者にご覧になって頂きたいのが,この2つの電子顕微鏡写真である(図1)。これは,九州 | 大学先導物質化学研究所(当時東北大学)の田中賢教授のもとに,筆者が2種類の自己組織化単分子膜(Self | -assembled monolayers: SAMs)を持ち込み,血小板細胞の粘着実験を行った際の結果である。左図に | 示すように,血液適合性を持たないSAMs上には多くの血小板細胞が粘着していることが分かる。血小板細胞は | 血液中では中央が凹んだ,大きさ数μmの浮遊細胞であるが,この材料表面においては粘着後に平坦化している
关键词: Biointerface |  Self-Assembled monolayers |  Protein adhesion |  Machine learning |  Materials informatics

10. Thermoelectric Material Performance(zT)Predictions with Machine Learning NSTL国家科技图书文献中心

Nikhil K Barua |  Sangjoon Lee... -  《ACS applied materials & interfaces》 - 2025,17(1) - 1662~1673 - 共12页 - 被引量:1

摘要: the entire gamut of TE materials. | Research efforts using the tools in machine | -and deep learning models have begun to show success |  in predicting target properties such as |  thermoelectric(TE)properties,including the figure of merit(zT
关键词: machine learning |  thermoelectric materials |  figure of merit(zT) |  materials informatics |  property predictions
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