Integrating Geometric Data into Topology Optimization via Neural Style Transfer

Research article (Materials, 2021) · cited 26× · AI/ML

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Summary

Integrating Geometric Data into Topology Optimization via Neural Style Transfer is a scholarly article^[1].

Key Facts

Integrating Geometric Data into Topology Optimization via Neural Style Transfer's instance of is recorded as scholarly article^[2].

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Source: OpenAlex (openalex.org), snapshot of 2026-09-23. CC0 1.0 Universal. CC0 1.0 Universal · OpenAlex

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Quick Facts

Instance of scholarly article

Publication date August 13, 2021

Properties

Published in Materials

Sponsor National Science Foundation

Title lang: en, text: Integrating Geometric Data into Topology Optimization via Neural Style Transfer

External References (3)

Doi 10.3390/MA14164551

Openalex id W3193445003

Pubmed publication id 34443073

🔗 Connections

Authored by 5

Albert C. To, Florian Dugast, Hao Deng, Praveen S. Vulimiri, Xiaoli Zhang

← Author of 5

Albert C. To, Florian Dugast, Hao Deng, Praveen S. Vulimiri, Xiaoli Zhang

References

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Direct Wikidata claims

[2] ↑ Integrating Geometric Data into Topology Optimization via Neural Style Transfer — instance of (P31): scholarly article. wikidata.org.

Class ancestry

[1] ↑ Integrating Geometric Data into Topology Optimization via Neural Style Transfer is an instance of scholarly article (scholarly article) [P31, primary]. Wikidata. wikidata.org.

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APA

4ort.xyz Knowledge Graph. (2026). Integrating Geometric Data into Topology Optimization via Neural Style Transfer. Retrieved October 20, 2026, from https://4ort.xyz/entity/integrating-geometric-data-into-topology-optimization-via-neural-style-transfer

MLA

“Integrating Geometric Data into Topology Optimization via Neural Style Transfer.” 4ort.xyz Knowledge Graph, 4ort.xyz, 20 Oct. 2026, https://4ort.xyz/entity/integrating-geometric-data-into-topology-optimization-via-neural-style-transfer.

BibTeX

@misc{4ortxyz_integrating-geometric-data-into-topology-optimization-via-neural-style-transfer_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Integrating Geometric Data into Topology Optimization via Neural Style Transfer}}, year = {2026}, url = {https://4ort.xyz/entity/integrating-geometric-data-into-topology-optimization-via-neural-style-transfer}, note = {Accessed: 2026-10-20}}

LLM prompt

According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Integrating Geometric Data into Topology Optimization via Neural Style Transfer — https://4ort.xyz/entity/integrating-geometric-data-into-topology-optimization-via-neural-style-transfer (retrieved 2026-10-20)

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