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Title Principal Investigator(s) Institution Term
Using Apparent Relationships Derived from Machine Learning Methods to Improve the Simulation of Marine Organisms within the Energy Exascale Earth System Model ESMD Gnanadesikan, Anand Johns Hopkins University 2024 - 2027
Improving Representations of Carbon Export and its Climate Sensitivity in E3SM-MARBL ESMD Moore, Jefferson University of California Irvine 2024 - 2027
Online Coupling of E3SM with Machine Learning-enhanced Data Assimilation for Improved Earth System Predictability ESMD Abbaszadeh, Peyman Portland State University 2024 - 2027
Assessing Climate Impacts on Coastal-Urban Flooding Through High-Resolution Barotropic and Baroclinic Ocean Coupling ESMD RGMA Brus, Steven Argonne National Laboratory 2023 - 2028
A Planetary-Scale Data–Model Integration Framework to Resolve Urban Impacts Across Scales and Examine Weather Extremes over Coastal U.S. Cities ESMD RGMA Chakraborty, T. C. Pacific Northwest National Laboratory 2023 - 2028
Probing Water Cycle Processes and Extremes in Coastal and Urban Environments Using Water Isotope Ratio Tracers and Numerical Tags ESMD RGMA Fiorella, Rich Los Alamos National Laboratory (LANL) 2023 - 2028
Integrating Machine Learning Models into E3SM for Understanding Coastal Compound Flooding ESMD RGMA Lu, Dan Oak Ridge National Laboratory 2023 - 2028
Improving Predictability of Aqueous Coastal Biogeochemistry During Floods, Storms and a Warming Climate ESMD RGMA Moriarty, Julia University of Colorado - Boulder 2023 - 2028
Using Kilometer-Scale E3SM to Investigate Air Pollution Impacts on Coastal Storms ESMD RGMA Zheng, Youtong University of Houston 2023 - 2028
The Simplified Higher-Order Closure Mass-Flux (SHOC+MF) Unified Parameterization: Improving Low-Level Clouds in the Simple Cloud-Resolving E3SM Atmosphere Model ESMD Teixeira, Joao University of California - Los Angeles 2023 - 2026
COMPASS-GLM: Coastal Observations, Mechanisms, and Predictions Across Systems and Scales, Great Lakes Modeling ESMD RGMA MSD Hetland, Robert Pacific Northwest National Laboratory 2022 - 2026
Improving Projections of AMOC and Collapse Through advanced Simulations ESMD Van Roekel, Luke Los Alamos National Laboratory (LANL) 2022 - 2027
Framework for Antarctic System Science in E3SM ESMD Hoffman, Matthew Los Alamos National Laboratory (LANL) 2022 - 2027
Improving the Quasi-Biennial Oscillation through Surrogate-Accelerated Parameter Optimization and Vertical Grid Modification ESMD Benedict, James Los Alamos National Laboratory (LANL) 2022 - 2027
Capturing the Dynamics of Compound Flooding in E3SM ESMD Bisht, Gautam Pacific Northwest National Laboratory (PNNL) 2022 - 2027
Capturing the Dynamics of Compound Flooding in E3SM ESMD Bisht, Gautam Pacific Northwest National Laboratory (PNNL) 2022 - 2027
Physical, Accurate, and Efficient Atmosphere and Surface Coupling Across Scales ESMD Wan, Hui Pacific Northwest National Laboratory 2022 - 2027
Study for Exascale Advances in a High-resolution Ocean using ROMS Coupled to E3SM ESMD Hetland, Rob Pacific Northwest National Laboratory (PNNL) 2022 - 2027
Improved Coupled Climate Simulations in E3SM Through Enhanced Sea-Ice Mechanics ESMD Sulsky, Deborah University of New Mexico 2022 - 2027
Introducing a Deep-Atmosphere Version of E3SM’s Dynamical Core to Reduce Climate Model Biases ESMD Jablonowski, Christiane University of Michigan 2022 - 2026
Refining the Representations of High-Latitude Surface-Atmosphere Radiative Coupling in the E3SM ESMD Huang, Xianglei University of Michigan 2021 - 2027
Simulating Estuarine Wetland Function: Nitrogen Removal, Carbon Sequestration, and Greenhouse Gas Fluxes at the River-Land-Ocean Interface ESMD Sulman, Benjamin Oak Ridge National Laboratory (ORNL) 2021 - 2026
Creating a Sea-Level-Enabled E3SM: A Critical Capability for Predicting Coastal Impacts ESMD Hoffman, Matthew Los Alamos National Laboratory (LANL) 2021 - 2026
Creating a Sea-Level-Enabled E3SM ESMD Hoffman, Matthew Los Alamos National Laboratory (LANL) 2020 - 2026
Integrated Coastal Modeling (ICoM) ESMD RGMA MSD Kraucunas, Ian Pacific Northwest National Laboratory 2019 - 2027
Enabling Aerosol-cloud interactions at GLobal convection-permitting scalES (EAGLES) ESMD RGMA Ma, Po-Lun Pacific Northwest National Laboratory (PNNL) 2019 - 2026
InteRFACE: Interdisciplinary Research for Arctic Coastal Environments ESMD RGMA MSD Jeffery, Nicole Los Alamos National Laboratory (LANL) 2019 - 2026
Energy Exascale Earth System Model (E3SM) ESMD Bader, David C Lawrence Livermore National Laboratory (LLNL) 2014 - 2026

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