Spatiotemporal prediction of sneeze pollutants in enclosed spaces: a CNN-LSTM approach validated by field measurements and CFD-Robotics arm twin system

Mingyu Zhao, Shujia Zhang, Ke Li, Yanru Zhang, Xiyi Wang, Tianyue Chen, Yawen Ren, Yuxi Lu, Jiahe Wang

Open source

DOI
10.3389/frobt.2026.1846010
Published
2026-05-26
Container
Frontiers in Robotics and AI
Publisher
Frontiers Media SA
Open access
unknown

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BibTeX

@article{allodium:10.3389/frobt.2026.1846010,
  title = {Spatiotemporal prediction of sneeze pollutants in enclosed spaces: a CNN-LSTM approach validated by field measurements and CFD-Robotics arm twin system},
  author = {Mingyu Zhao and Shujia Zhang and Ke Li and Yanru Zhang and Xiyi Wang and Tianyue Chen and Yawen Ren and Yuxi Lu and Jiahe Wang},
  year = {2026},
  journal = {Frontiers in Robotics and AI},
  doi = {10.3389/frobt.2026.1846010},
  url = {https://doi.org/10.3389/frobt.2026.1846010}
}

RIS

TY  - JOUR
TI  - Spatiotemporal prediction of sneeze pollutants in enclosed spaces: a CNN-LSTM approach validated by field measurements and CFD-Robotics arm twin system
AU  - Mingyu Zhao
AU  - Shujia Zhang
AU  - Ke Li
AU  - Yanru Zhang
AU  - Xiyi Wang
AU  - Tianyue Chen
AU  - Yawen Ren
AU  - Yuxi Lu
AU  - Jiahe Wang
PY  - 2026
JO  - Frontiers in Robotics and AI
DO  - 10.3389/frobt.2026.1846010
UR  - https://doi.org/10.3389/frobt.2026.1846010
ER  - 

APA

Zhao, M., Zhang, S., Li, K., Zhang, Y., Wang, X., Chen, T., Ren, Y., Lu, Y., & Wang, J. (2026). Spatiotemporal prediction of sneeze pollutants in enclosed spaces: a CNN-LSTM approach validated by field measurements and CFD-Robotics arm twin system. Frontiers in Robotics and AI. https://doi.org/10.3389/frobt.2026.1846010

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