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Meredith Franklin

University of Southern California - Department of Population and Public Health Sciences

SCHOLARLY PAPERS

4

DOWNLOADS

205

TOTAL CITATIONS

3

Scholarly Papers (4)

Estimating Traffic Noise Over a Large Urban Area: An Evaluation of Methods

Number of pages: 22 Posted: 22 Jul 2022
University of Southern California, University of Southern California, University of Southern California, University of Southern California and University of Southern California - Department of Population and Public Health Sciences
Downloads 50 (1,083,731)
Citation 3

Abstract:

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Traffic noise modelling, acoustic model, machine learning, land use regression

Estimating Traffic Noise Over a Large Urban Area: An Evaluation of Methods

Number of pages: 22 Posted: 22 Jul 2022
University of Southern California, University of Southern California, University of Southern California, University of Southern California and University of Southern California - Department of Population and Public Health Sciences
Downloads 32 (1,326,242)

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Traffic noise modelling, acoustic model, machine learning, land use regression

2.

Knowledge-Informed Deep Learning to Mitigate Bias in Joint Air Pollutant Prediction

Number of pages: 22 Posted: 05 Jun 2025
University of Southern California, University of Southern California, Sonoma Technology, Sonoma Technology, University of California, Irvine - Department of Environmental and Occupational Health, University of Southern California, University of Southern California, University of Southern California - Department of Population and Public Health Sciences, University of California, Los Angeles (UCLA) - Department of Environmental Health Sciences, NASA, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences and University of Southern California - Department of Population and Public Health Sciences
Downloads 56 (1,020,567)

Abstract:

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Deep learning, physics-informed modeling, Air pollution, knowledge infusion, bias mitigation, joint prediction

3.

Estimating Near-Roadway Air Pollution from Multi-Frequency Noise Measurements

Number of pages: 26 Posted: 10 Jan 2024
University of Southern California, University of Southern California, Harvard University - T.H. Chan School of Public Health, University of Southern California and University of Southern California - Department of Population and Public Health Sciences
Downloads 36 (1,249,711)

Abstract:

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Noise, Noise frequency, Air quality, Near-roadway air quality, Traffic, machine learning

4.

A Comparison of Measured Airborne and Self-Reported Secondhand Smoke Exposure in the Madres Pregnancy Cohort Study

Number of pages: 26 Posted: 26 Jul 2022
University of Southern California - Department of Population and Public Health Sciences, University of Southern California, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California, RTI International, Research Triangle Institute (RTI) International, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences, University of Southern California - Department of Population and Public Health Sciences and University of Southern California - Department of Population and Public Health Sciences
Downloads 31 (1,304,549)

Abstract:

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Secondhand smoke, personal exposure, questionnaire, exposure misclassification, pregnancy