Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384697258> ?p ?o ?g. }
- W4384697258 abstract "Glass is a versatile material with a remarkable history and many applications. It plays a critical role in our lives, the advancement of science, and the development of many technologies. The Edisonian type trial-and-error method was commonly used for conventional design of glass compositions, which was time consuming and not economical. With the urgent need to develop new glass compositions for technology applications rapidly, there is a need to develop precise property models with predictive powers using large databases and efficient formulation approaches. This paper reviews the design of glass compositions using analytical and numerical models of composition-structure-property relations of glasses, some based on large databases and machine learning approaches. Aspects of data collection, model fitting, feature extraction, model evaluation, and uncertainty quantification will be covered. Furthermore, advances in the glass optimization framework and available tools are summarized with examples. The outlook and perspective for further glass property model development and formulation approaches are discussed. This article is protected by copyright. All rights reserved" @default.
- W4384697258 created "2023-07-20" @default.
- W4384697258 creator A5004364689 @default.
- W4384697258 creator A5037829815 @default.
- W4384697258 creator A5061599604 @default.
- W4384697258 date "2023-07-30" @default.
- W4384697258 modified "2023-09-27" @default.
- W4384697258 title "Glass formulation and composition optimization with property models: A review" @default.
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