Makoto Kelp

Toward Stable, General Machine‐Learned Models of the Atmospheric Chemical System

Makoto Kelp, Daniel J. Jacob, J. Nathan Kutz et al. · Journal of Geophysical Research Atmospheres · 2020 · 91 citations

Engineering, Computational Model, Ppb Error +18

An Online‐Learned Neural Network Chemical Solver for Stable Long‐Term Global Simulations of Atmospheric Chemistry

Makoto Kelp, Daniel J. Jacob, Haipeng Lin et al. · Journal of Advances in Modeling Earth Systems · 2022 · 47 citations · Full text

Chemical Kinetics, Engineering, Computational Model +18

On-highway vehicle emission factors, and spatial patterns, based on mobile monitoring and absolute principal component score

Yifan Wen, Hui Wang, Timothy V. Larson et al. · The Science of The Total Environment · 2019 · 42 citations

Automotive Tracking, Clean Transportation, Environmental Monitoring +11

A blended TROPOMI+GOSAT satellite data product for atmospheric methane using machine learning to correct retrieval biases

Nicholas Balasus, Daniel J. Jacob, Alba Lorente et al. · Atmospheric measurement techniques · 2023 · 42 citations · Full text

Earth Observation, Environmental Monitoring, Machine Learning +15

A new approach for determining optimal placement of PM_2.5air quality sensors: case study for the contiguous United States

Makoto Kelp, Samuel J. Lin, J. Nathan Kutz et al. · Environmental Research Letters · 2022 · 40 citations · Full text