選單

王文正Wang, Wen-Cheng

博士後研究人員

研究興趣

目前研究主題在機器學習於環境微型感測器結合應用，利用微型感測器之大數據結合機器學習演算法，進行污染熱點分析、污染趨勢判斷及感測器數據現地修正。此外，建立熱危害評估模式，評估都市與社區之民眾受熱浪之影響及預警分析，是另外一個主要研究主題。

代表著作

  1. Wang, W.C.V., Lung, S.C.C, and Liu, C.H. (2020) Application of Machine Learning for the in-Field Correction of a PM2.5 Low-Cost Sensor Network. Sensor 20, 5002. (SCI, I.F.=3.275)
  2. Wang, W.C.V., Lung, S.C.C, Liu, C.H. and Shui, C.K. (2020) Laboratory Evaluations of Correction Equations with Multiple Choices for Seed Low-Cost Particle Sensing Devices in Sensor Networks. Sensors 20, 3661. (SCI, I.F.=3.275)
  3. Wang, W.C.V., Lin, T.H., Liu, C.H., Lung, S.C.C and Su, C.W. (2020) Fusion of Environmental Sensing on PM2.5 and Deep Learning on Vehicle Detecting for Acquiring Roadside PM2.5 Concentration Increments. Sensors 20, 4679. (SCI, I.F.=3.275)
  4. Lung, S.C.C, Wang, W.C.V., Wen, T.Y.J., Liu, C.H., and Hu, S.C. (2020) A Versatile Low-cost Sensing Device for Assessing PM2.5 Spatiotemporal Variation and Quantifying Source Contribution. Science of The Total Environment 716, 137145. (SCI, I.F.=6.551)
  5. Lung, S.C.C, Tsou, M.C.M., Hu, S.C., Hsieh, Y.H., Wang, W.C.V., Shui, C.K., and Tan, C.H. (2020) Concurrent Assessment of Personal, Indoor, and Outdoor PM2.5 and PM1 Levels and Source Contributions using Novel Low-cost Sensing Devices. Indoor Air. (SCI, I.F.=4.739) https://doi.org/ 10.1111/ina.12763
  6. Lung, S.C.C, Chen, N., Hwang, J.S., Hu, S.C., Wang, W.C.V., Wen, T.Y.J., and Liu, C.H. (2020) Panel Study Using Novel Sensing Devices to Assess Associations of PM2.5 with Heart Rate Variability and Exposure Sources. Journal of Exposure Science & Environmental Epidemiology. (SCI, I.F.=3.531) https://doi.org/10.1038/s41370-020-0254-y
  7. Dong, C.D., Lung, S.C.C., Chen, C.W., Lee, J.S., Chen, Y.C., Wang, W.C.V., Chen, C.J., Hung, C.M. and Lin, C.H. (2019) Assessment of the pulmonary toxic potential of nano-tobacco stem-pyrolyzed biochars. Environmental Science: Nano, 6, 1527-1535. (SCI, I.F.=7.704)
  8. Chen, Y.C., Lin, C.H., Lung, S.C.C., Chen, K.F., Wang, W.C.V., Chou, C.T. and Lai, C.H. (2019) Environmental concentration of spray paint particulate matters causes pulmonary dysfunction in human normal bronchial epithelial BEAS-2B cell. Process Safety and Environmental Protection, 126, 250-258. (SCI, I.F.=4.384)
  9. Yan, J., Huang, C.C., Lung, S.C.C., Wang, W.C., Suo, G., Lin, Y.J., Lai, C.H. and Lin, C.H. (2017) ROCK inhibitor Y-27632 attenuates early endothelial dysfunction caused by occupational environmental concentrations of carbon black nanoparticles. Environmental Science: Nano, 4, 1525-1533. (SCI, I.F.=7.704)
  10. Yan, J., Lai, C.H., Lung, S.C.C., Wang, W.C., Huang, C.C., Chen, G.W., Suo, G., Choug, C.T. and Lin, C.H. (2017) Carbon black aggregates cause endothelial dysfunction by activating ROCK. Journal of Hazardous Materials, 338, 66-75. (SCI, I.F.=7.650)
  11. Yan, J., Lai, C.H., Lung, S.C.C., Chen, C., Wang, W.C., Huang, P.I. and Lin, C.H. (2017) Industrial PM2.5 cause pulmonary adverse effect through RhoA/ROCK pathway. Science of the total Environment, 599-600, 1658-1666. (SCI, I.F.=5.589)
  12. Yan, J., Chen, L., Huang, C.C., Yang, L., Wang, W.C., Lin, P.H., Suo, G. and Lin, C.H. (2017) Consecutive evaluation of graphene oxide and reduced graphene oxide nanoplatelets immunotoxicity on monocytes. Colloids and Surfaces B Biointerfaces. 153, 300-309. (SCI, I.F.=3.973)
  13. Yu, J., Lin, Y.H., Yang, L., Huang, C.C., Chen, L., Wang, W.C., Chen, G.W., Yan, J., Sawettanun, S. and Lin, C.H. (2016) Improved Anticancer Photothermal Therapy using the Bystander Effect Enhanced by Antiarrhythmic Peptide Conjugated Dopamine-Modified Reduced Graphene Oxide Nanocomposite. Advanced Healthcare Materials, 6, 1600804. (SCI, I.F.=6.270)
  14. Yang, Y., Wang, W.C., Lung, S.C.C., Sun, Z., Chen, C., Chen, J.K., Zou, Q., Lin, Y.H., Suo, G. and Lin, C.H. (2016) Polycyclic Aromatic Hydrocarbons Are Associated with Increased Risk of Chronic Obstructive Pulmonary Disease during Haze Events in China. Science of the total Environment, 574, 1649-1658. (SCI, I.F.= 5.589; co-first author)
  15. Sun, Z., Yang, L., Chen, K.F., Chen, G.W., Peng, Y.P., Chen, J.K., Suo, G., Yu, J., Wang, W.C.* and Lin, C.H.* (2016) Nano zerovalent iron particles induce pulmonary and cardiovascular toxicity in an in vitro human co-culture model. Nanotoxicology, 10, 881-890. (SCI, I.F.= 5.955; co-corresponding author)

研究成果介紹

1.PM2.5微型感測器現地修正系統，2.都市與社區熱危害評估系統。

  • 中山大學環境工程系，博士 (2008)

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  • phdzen

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