Advecting Superspecies: Efficiently Modeling Transport of Organic Aerosol With a Mass‐Conserving Dimensionality Reduction Method

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

(2022) Makoto M. Kelp et al.   Journal of Advances in Modeling Earth Systems

Evaluation of modelled LOTOS-EUROS with observational based PM10 source attribution

(2022) R. Timmermans et al.   Atmospheric Environment: X

Neural network emulation of the formation of organic aerosols based on the explicit GECKO‐A chemistry model

(2022) John S. Schreck et al.   Journal of Advances in Modeling Earth Systems

Use of neural networks for stable, accurate and physically consistent parameterization of subgrid atmospheric processes with good performance at reduced precision

(2021) Janni Yuval et al.   GEOPHYSICAL RESEARCH LETTERS

Enforcing Analytic Constraints in Neural Networks Emulating Physical Systems

(2021) Tom Beucler et al.   PHYSICAL REVIEW LETTERS

Description of the NASA GEOS Composition Forecast Modeling System GEOS‐CF v1.0

(2021) Christoph A. Keller et al.   Journal of Advances in Modeling Earth Systems

High concentration of ultrafine particles in the Amazon free troposphere produced by organic new particle formation

(2020) Bin Zhao et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2020) Makoto M. Kelp et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Spatially Extended Tests of a Neural Network Parametrization Trained by Coarse‐graining

(2019) Noah D. Brenowitz et al.   Journal of Advances in Modeling Earth Systems

Deep learning to represent subgrid processes in climate models

(2018) Stephan Rasp et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Development of a global aerosol model using a two-dimensional sectional method: 1. Model design

(2017) H. Matsui   Journal of Advances in Modeling Earth Systems

Influence of local production and vertical transport on the organic aerosol budget over Paris

(2017) R. H. H. Janssen et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Evaluation of operational online-coupled regional air quality models over Europe and North America in the context of AQMEII phase 2. Part II: Particulate matter

(2015) Ulas Im et al.   ATMOSPHERIC ENVIRONMENT

Unspeciated organic emissions from combustion sources and their influence on the secondary organic aerosol budget in the United States

(2014) S. H. Jathar et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The impact of large scale biomass production on ozone air pollution in Europe

(2013) Joost B. Beltman et al.   ATMOSPHERIC ENVIRONMENT

Epoxide Pathways Improve Model Predictions of Isoprene Markers and Reveal Key Role of Acidity in Aerosol Formation

(2013) Havala O. T. Pye et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Aging of biogenic secondary organic aerosol via gas-phase OH radical reactions

(2012) N. M. Donahue et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Simulating the Formation of Semivolatile Primary and Secondary Organic Aerosol in a Regional Chemical Transport Model

(2009) Benjamin N. Murphy et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Evolution of Organic Aerosols in the Atmosphere

(2009) J. L. Jimenez et al.   SCIENCE

Effect of NOxon Secondary Organic Aerosol Concentrations

(2008) Timothy E. Lane et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Effects of gas particle partitioning and aging of primary emissions on urban and regional organic aerosol concentrations

(2008) Manish K. Shrivastava et al.   JOURNAL OF GEOPHYSICAL RESEARCH