使用通用完整的同位素不变量加速材料属性预测

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Updated: Jun 27, 2025

Artificial Thermal Ageing of Polyester Reinforced and Polyvinyl Chloride Coated Technical Fabric
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Artificial Thermal Ageing of Polyester Reinforced and Polyvinyl Chloride Coated Technical Fabric

Published on: January 29, 2020

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Jonathan Balasingham1, Viktor Zamaraev2, Vitaliy Kurlin2

  • 1Department of Computer Science, University of Liverpool, Liverpool, L69 3BX, UK. jbalasin@liverpool.ac.uk.

Scientific reports
|May 2, 2024
PubMed
概括

用于预测晶体属性的机器学习模型使用点向距离分布 (PDD) 表示方式更快,更准确. 这种新的方法有效地捕获了晶体结构,以改善材料发现.

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