Experimental investigation on effect of corrosion on curvature-ductility relationship of RCC member in flexure by P N Ojha, Sumit Kumar, Puneet Kaura, Brijesh Singh, Pranay Singh

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Un dimensionnement des territoires en héritage. Nouvelles tours résidentielles pour un horizon écologique incertain by Geoffrey Mollé

“…Using a variety of materials (project database, marketing materials, interviews with stakeholders), this article questions the imaginary foundations of territorial planning. …”
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Transformer-generated atomic embeddings to enhance prediction accuracy of crystal properties with machine learning by Luozhijie Jin, Zijian Du, Le Shu, Yan Cen, Yuanfeng Xu, Yongfeng Mei, Hao Zhang

“…By performing experiments on widely-used materials database, our CrystalTransformer-based UAEs (ct-UAEs) are shown to accurately capture complex atomic features, leading to a 14% improvement in prediction accuracy on CGCNN and 18% on ALIGNN when using formation energies as the target, based on the Materials Project database. We also demonstrated the good transferability of ct-UAEs across various databases. …”
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Accelerating spin Hall conductivity predictions via machine learning by Jinbin Zhao, Junwen Lai, Jiantao Wang, Yi‐Chi Zhang, Junlin Li, Xing‐Qiu Chen, Peitao Liu

“…Additionally, we utilized Res‐CGCNN to conduct high‐throughput screenings of materials in the Materials Project database that were absent in the training set. …”
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Classification of the Crystal Structures of Orthosilicate Cathode Materials for Li-Ion Batteries by Artificial Neural Networks by Mookala Premasudha, Bhumi Reddy Srinivasulu Reddy, Kwon-Koo Cho, Ahn Hyo-Jun, Jae-Kyung Sung, Nagireddy Gari Subba Reddy

“…In this study, we utilized crystal structure data from density functional theory (DFT) calculations, sourced from the Materials Project, to predict monoclinic and orthorhombic crystal systems in orthosilicate-based cathode-based materials with Li–Si–(Fe, Mn, Co)–O compositions. …”
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Toucher, regarder, préserver la cire et le plomb. Autour du scellement pratiqué dans l’environnement des comtes de Toulouse (xiie-xiiie siècle) by Laurent Macé

“…Even if the task of the impression in wax or lead of the count’s mark is supervised by specialists in corroboration, the imprint is a material projection sought by the various parties concerned by the validation of the acts of the practice. …”
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Migrations, transferts et réécritures :le destin des monuments publics d’Algérie après l’Indépendance by Claire Garcia

“…With regard to the definition given by geographers of the term territory, the monument is a sort of material projection of the territory incarnating its essence: identity, social and economic. …”
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