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    Uncovering multiscale structure-property correlations via active learning in scanning tunneling microscopy by Ganesh Narasimha, Dejia Kong, Paras Regmi, Rongying Jin, Zheng Gai, Rama Vasudevan, Maxim Ziatdinov

    Published 2025-06-01
    “…Its predictions are used to autonomously direct exploration toward regions of the sample that optimize a given material property. This method is deployed on a low-temperature ultra-high vacuum STM to understand the structure-property relationship in a europium-based semimetal, EuZn2As2, a promising candidate relevant to magnetism-driven topological phenomena. …”
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  4. 1324

    Fabrication and Characterization of MWCNTs Decorated ZnO Nanograins Based Sensor for Enhanced Performance Toward CO2 Gas by Mikayel Aleksanyan, Artak Sayunts, Gevorg Shahkhatuni, Zarine Simonyan, Davit Kananov, Rima Papovyan, Dušan Kopecký

    Published 2025-06-01
    “…Abstract In this study, a zinc oxide sputtering target is synthesized and nanostructured ZnO film is obtained using simple solid‐state reaction and RF (radio frequency) magnetron sputtering methods, respectively. The surface of the ZnO film is functionalized by saturating it with MWCNTs (multi‐walled carbon nanotubes) using the electron‐beam deposition method to produce a high‐performance CO2 sensor. …”
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    Monitoring hybrid glass-basalt plastic pipes: a fractal approach to failure analysis by Khristina Maksudovna Vafaeva, Nikolai Ivanovich Vatin, Denis Fedorovich Karpov, Valentin Romanovski

    Published 2025-01-01
    “…This novel modeling method not only improves the knowledge of material properties, but also gives the possibility to design smart monitoring systems in real time with the purpose of on-the-fly evaluations. …”
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  7. 1327
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    Enhancing wear resistance of inconel 601 through pack alumunizing coating and advanced lubrication environments by Mehmet Tayyip Özdemir, Recep Demirsöz, Refik Polat

    Published 2025-02-01
    “…Wear that occurs at the contact points between parts both causes material loss and reduces material performance. …”
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    Highly toughening of PLLA-Based micropart via stretching induced stereocomplex crystal microstructure evolution by Yeping Xie, Jiayu Tan, Shijian Fang, Zhuo Zheng, Lei Yao, Yang Xu, Jian Li, Yinghong Chen, Ning Chen, Li Li

    Published 2025-05-01
    “…This work develops a streamlined approach in simplifying conventional stereocomplex reinforcement strategies and thus offers a scalable method for developing fully biodegradable, and high-performance PLA-based materials suitable for diverse biomedical applications, such as bone tissue reconstruction.…”
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  13. 1333

    Discovering novel lead-free solder alloy by multi-objective Bayesian active learning with experimental uncertainty by Qinghua Wei, Yuanhao Wang, Guo Yang, Tianyuan Li, Shuting Yu, Ziqiang Dong, Tong-Yi Zhang

    Published 2025-01-01
    “…The active learning strategy demonstrates that a machine learning model will have high generalizability if experimental data uncertainty is included, which greatly improves the model prediction or the material design accuracy. The feature-point-start forward method in multi-objective optimization adopts two Gaussian process regression (GPR) models, one for strength and one for elongation, and their outputs build up the acquisition-function-modified objective space of strength and elongation. …”
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  14. 1334

    Cold Spray Coatings Morphology by A. Ștefan, D.-L. Chicet, B. Istrate, C. Munteanu

    Published 2024-12-01
    “…In the Cold Spraying technology, the coatings are produced as a result of the supersonic acceleration of the particles in a gas jet, at temperatures below the melting/phase transformation point of the sprayed material. In this paper, the morphology of a Ni/CrC cold spray coating is studied, based on the identification of the particle’s characteristic at various magnifications, both on cross-section and on the surface of the samples. …”
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    Design and synthesis of boric acid-based deep eutectic solvents for green liquid superlubricity and bio-lubrication applications by Qiulong Gao, Jinxia Hu, Dong Pei, Zhangpeng Li, Jinqing Wang, Shengrong Yang

    Published 2025-07-01
    “…Herein, a series of boric acid-based DESs (B-DESs) were synthesized using choline chloride (hydrogen bond acceptor, HBA) and sorbitol/boric acid (hydrogen bond donors, HBDs) through a simple heating-stirring method. The experimental investigations and quantum chemistry calculation demonstrated that B-DESs exhibited optimized chemical structures, favorable rheological properties, low melting points (below −61.6 °C), high thermostability (with decomposition temperatures exceeding 282 °C), and biocompatibility. …”
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