Advances and Challenges in Computational Simulation of Calcium Phosphate Nucleation Article Swipe
Qiao Zhang
,
S Q Yan
,
Jing Wang
,
Dingguo Xu
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1002/crat.70014
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1002/crat.70014
Calcium phosphate‐based bioceramic materials have shown tremendous potential in biomedical applications, particularly in bone repair and replacement, due to their excellent biocompatibility and osteoconductivity. However, since nucleation events occur at the atomic scale, traditional experimental methods face significant limitations in exploring the nucleation and growth mechanisms of calcium phosphate. The introduction of multi‐scale computational simulation techniques can provide comprehensive understanding the nucleation mechanism and properties of calcium phosphate. This review systematically summarizes recent progress in the computational simulation of calcium phosphate nucleation and analyzes the current challenges in the field. Finally, this study further proposes that the integration of advanced computational methods, machine learning techniques, and experimental validation will enable a comprehensive understanding of the nucleation process of calcium phosphate, bridging the gap between microscopic mechanisms and macroscopic properties.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1002/crat.70014
- https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/crat.70014
- OA Status
- bronze
- Cited By
- 1
- References
- 121
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4412517874
All OpenAlex metadata
Raw OpenAlex JSON
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https://openalex.org/W4412517874Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1002/crat.70014Digital Object Identifier
- Title
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Advances and Challenges in Computational Simulation of Calcium Phosphate NucleationWork title
- Type
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articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2025Year of publication
- Publication date
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2025-07-21Full publication date if available
- Authors
-
Qiao Zhang, S Q Yan, Jing Wang, Dingguo XuList of authors in order
- Landing page
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https://doi.org/10.1002/crat.70014Publisher landing page
- PDF URL
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/crat.70014Direct link to full text PDF
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YesWhether a free full text is available
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bronzeOpen access status per OpenAlex
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/crat.70014Direct OA link when available
- Concepts
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Nucleation, Calcium, Phosphate, Materials science, Chemistry, Computer science, Metallurgy, Biochemistry, Organic chemistryTop concepts (fields/topics) attached by OpenAlex
- Cited by
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1Total citation count in OpenAlex
- Citations by year (recent)
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2025: 1Per-year citation counts (last 5 years)
- References (count)
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121Number of works referenced by this work
- Related works (count)
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10Other works algorithmically related by OpenAlex
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