Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks

Research article (Physics of Fluids, 2023) · cited 10× · AI/ML
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Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks

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Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks. Retrieved May 24, 2026, from https://4ort.xyz/entity/flow-imaging-as-an-alternative-to-non-intrusive-measurements-and-surrogate-models-through-vision-transformers-and-convol
MLA “Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/flow-imaging-as-an-alternative-to-non-intrusive-measurements-and-surrogate-models-through-vision-transformers-and-convol.
BibTeX @misc{4ortxyz_flow-imaging-as-an-alternative-to-non-intrusive-measurements-and-surrogate-models-through-vision-transformers-and-convol_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks}}, year = {2026}, url = {https://4ort.xyz/entity/flow-imaging-as-an-alternative-to-non-intrusive-measurements-and-surrogate-models-through-vision-transformers-and-convol}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Flow imaging as an alternative to non-intrusive measurements and surrogate models through vision transformers and convolutional neural networks — https://4ort.xyz/entity/flow-imaging-as-an-alternative-to-non-intrusive-measurements-and-surrogate-models-through-vision-transformers-and-convol (retrieved 2026-05-24)

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