[논문] Publications
Google Scholar2026
Evaluating inter-site similarity and model transferability for machine learning prediction of CO2 and CH4 concentrations across urban typologies
2026
Imputing missing data with statistical-learning estimates: impacts on mortality risks attributable to area-and source-specific PM2.5.
2025
Enhancing uncrewed aerial vehicle techniques for monitoring greenhouse gas plumes at point sources
2025
Machine learning approaches to predict oxidative potential of fine particulate matter based on chemical constituents
2025
Coincidence effect of a low-cost particulate matter sensor: Observations from environmental chamber tests at diverse particle concentrations
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2025
Positive matrix factorization outperforms machine learning in imputing missing PM2.5 and further identifying spatial patterns in multi-sites without external data
2025
Prediction of chlortetracycline and its transformation products concentrations in anaerobic digestate of swine manure incorporating equilibrium and kinetics
2025
Machine learning-based prediction of ambient CO2 and CH4 concentrations with high temporal resolution in Seoul metropolitan area
2025
Quantification of greenhouse gas emissions from a municipal solid waste incinerator using an uncrewed aerial vehicle
2024
Is replacing missing values of PM2.5 constituents with estimates using machine learning better for source apportionment than exclusion or median replacement?
2024
Modification of Anaerobic Digestion Model No. 1 for modeling anaerobic digestion of cattle manure with changing solids retention time
2024
Apportioning and Locating PM2.5 Sources Affecting Coastal Cities: Ulsan in South Korea and Dalian in China
2023
Feature extraction and prediction of fine particulate matter (PM2.5) chemical constituents using four machine learning models
2023
Predicting latent source-specific PM2.5 pollution from regional sources at unmonitored sites by Bayesian spatial multivariate receptor modeling
2022
Sources of airborne particulate matter-bound metals and spatial-seasonal variability of health risk potentials in four large cities, South Korea
2022
Valorization of petroleum refinery oil sludges via anaerobic co-digestion with food waste and swine manure
2022
Health risk assessment and source apportionment of PM2.5-bound toxic elements in the industrial city of Siheung, Korea
2021
Uncertainty-based concentration estimation of chlortetracycline antibiotics in swine farms and risk probability assessment for agricultural application of manure
2021
Evaluation of silver nanoparticles (AgNPs) penetration through a clay liner in landfills
2020
Assessment on landfill liners as the barrier against C60 nanoparticles
[프로그램 등록] Software Copyrights
2023
초미세먼지 오염원 유형 추적 모델링 결과물 시각화 프로그램
2022
랜덤포레스트와 kNN 기계학습 모델을 이용한 초미세먼지 화학성분 결측치 보정 프로그램
2022
축적데이터 기반 초미세먼지 우심지역 도출 소프트웨어(Bayesian Source Apporionment for Smart City Project)