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Comparison of Machine Learning and Land Use Regression for fine scale spatiotemporal estimation of ambient air pollution: Modeling ozone concentrations across the contiguous United States

Environment international, 2020-09, Vol.142, p.105827, Article 105827

2020

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Socioexposomics of COVID-19 across New Jersey: a comparison of geostatistical and machine learning approaches

Journal of exposure science & environmental epidemiology, 2024-03, Vol.34 (2), p.197-207

2024

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Flexible Bayesian Ensemble Machine Learning Framework for Predicting Local Ozone Concentrations

Environmental science & technology, 2022-04, Vol.56 (7), p.3871-3883

2022

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Climate change effect on Betula (birch) and Quercus (oak) pollen seasons in the United States

International journal of biometeorology, 2014-07, Vol.58 (5), p.909-919

2014

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Physiologically-based toxicokinetic modeling of zearalenone and its metabolites: application to the Jersey girl study

PloS one, 2014-12, Vol.9 (12), p.e113632

2014

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Allergenic pollen season variations in the past two decades under changing climate in the United States

Global change biology, 2015-04, Vol.21 (4), p.1581-1589

2015

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Modulation of Human Macrophage Responses to Mycobacterium tuberculosis by Silver Nanoparticles of Different Size and Surface Modification

PloS one, 2015-11, Vol.10 (11), p.e0143077

2015

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Modeling Effects of Spatial Heterogeneities and Layered Exposure Interventions on the Spread of COVID-19 across New Jersey

International journal of environmental research and public health, 2021-11, Vol.18 (22), p.11950

2021

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Per and polyfluoroalkyl substances (PFAS) blood levels after contamination of a community water supply and comparison with 2013–2014 NHANES

Journal of exposure science & environmental epidemiology, 2019-03, Vol.29 (2), p.172-182

2019

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Bayesian analysis of climate change effects on observed and projected airborne levels of birch pollen

Atmospheric environment (1994), 2013-04, Vol.68, p.64-73

2013

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Biomonitoring: A tool to assess PFNA body burdens and evaluate the effectiveness of drinking water intervention for communities in New Jersey

International journal of hygiene and environmental health, 2021-06, Vol.235, p.113757-113757, Article 113757

2021

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Preparedness and response to chemical and biological threats: the role of exposure science

Annals of the New York Academy of Sciences, 2016-08, Vol.1378 (1), p.108-117

2016

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Computational multiscale toxicodynamic modeling of silver and carbon nanoparticle effects on mouse lung function

PloS one, 2013-12, Vol.8 (12), p.e80917

2013

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Development of a semi-mechanistic allergenic pollen emission model

The Science of the total environment, 2019-02, Vol.653 (C), p.947-957

2019

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Tree (Oak and Birch) Season and Climate Change in the Continental United States (CONUS) from 2000 to 2050

Journal of allergy and clinical immunology, 2016-02, Vol.137 (2), p.AB122-AB122

2016

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Modeling past and future spatiotemporal distributions of airborne allergenic pollen across the contiguous United States

Frontiers in allergy, 2022-10, Vol.3, p.959594-959594

2022

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Random Sampling-High Dimensional Model Representation (RS-HDMR) and Orthogonality of Its Different Order Component Functions

The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory, 2006-02, Vol.110 (7), p.2474-2485

2006

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Comparison of modeling approaches to prioritize chemicals based on estimates of exposure and exposure potential

The Science of the total environment, 2013-08, Vol.458-460, p.555-567

2013

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Health and Environmental Consequences of the World Trade Center Disaster

Environmental health perspectives, 2004-05, Vol.112 (6), p.731-739

2004

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New Jersey: A Case Study of the Reduction in Urban and Suburban Air Pollution from the 1950s to 2010

Environmental health perspectives, 2011-10, Vol.119 (10), p.1351-1355

2011

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Gaussian mixture clustering and imputation of microarray data

Bioinformatics, 2004-04, Vol.20 (6), p.917-923

2004

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Manganese concentrations in soil and settled dust in an area with historic ferroalloy production

Journal of exposure science & environmental epidemiology, 2015-07, Vol.25 (4), p.443-450

2015

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A Bayesian population PBPK model for multiroute chloroform exposure

Journal of exposure science & environmental epidemiology, 2010-06, Vol.20 (4), p.326-341

2010

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Modeling population exposures to silver nanoparticles present in consumer products

Journal of nanoparticle research : an interdisciplinary forum for nanoscale science and technology, 2014-11, Vol.16 (11), p.1-25, Article 2724

2014

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Impact of Biogenic Emission Uncertainties on the Simulated Response of Ozone and Fine Particulate Matter to Anthropogenic Emission Reductions

Journal of the Air & Waste Management Association (1995), 2011-01, Vol.61 (1), p.92-108

2011

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Comparison of Machine Learning and Land Use Regression for fine scale spatiotemporal estimation of ambient air pollution: Modeling ozone concentrations across the contiguous United States

Socioexposomics of COVID-19 across New Jersey: a comparison of geostatistical and machine learning approaches

Flexible Bayesian Ensemble Machine Learning Framework for Predicting Local Ozone Concentrations

Climate change effect on Betula (birch) and Quercus (oak) pollen seasons in the United States

Physiologically-based toxicokinetic modeling of zearalenone and its metabolites: application to the Jersey girl study

Allergenic pollen season variations in the past two decades under changing climate in the United States

Modulation of Human Macrophage Responses to Mycobacterium tuberculosis by Silver Nanoparticles of Different Size and Surface Modification

Modeling Effects of Spatial Heterogeneities and Layered Exposure Interventions on the Spread of COVID-19 across New Jersey

Per and polyfluoroalkyl substances (PFAS) blood levels after contamination of a community water supply and comparison with 2013–2014 NHANES

Bayesian analysis of climate change effects on observed and projected airborne levels of birch pollen

Biomonitoring: A tool to assess PFNA body burdens and evaluate the effectiveness of drinking water intervention for communities in New Jersey

Preparedness and response to chemical and biological threats: the role of exposure science

Computational multiscale toxicodynamic modeling of silver and carbon nanoparticle effects on mouse lung function

Development of a semi-mechanistic allergenic pollen emission model

Tree (Oak and Birch) Season and Climate Change in the Continental United States (CONUS) from 2000 to 2050

Modeling past and future spatiotemporal distributions of airborne allergenic pollen across the contiguous United States

Random Sampling-High Dimensional Model Representation (RS-HDMR) and Orthogonality of Its Different Order Component Functions

Comparison of modeling approaches to prioritize chemicals based on estimates of exposure and exposure potential

Health and Environmental Consequences of the World Trade Center Disaster

New Jersey: A Case Study of the Reduction in Urban and Suburban Air Pollution from the 1950s to 2010

Gaussian mixture clustering and imputation of microarray data

Manganese concentrations in soil and settled dust in an area with historic ferroalloy production

A Bayesian population PBPK model for multiroute chloroform exposure

Modeling population exposures to silver nanoparticles present in consumer products

Impact of Biogenic Emission Uncertainties on the Simulated Response of Ozone and Fine Particulate Matter to Anthropogenic Emission Reductions

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