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Differentiable Modeling to Unify Machine Learning and Physical Models for Geosciences
|
RGMA
MSD
|
Chaopeng Shen
|
Pennsylvania State University
|
|
|
Contributions to Regional Precipitation Change and its Polar-Amplified Pattern Under Warming
|
RGMA
|
Mark Zelinka
|
Lawrence Livermore National Laboratory (LLNL)
|
|
|
Dichotomy Between Freshwater and Heat Flux Effects on Oceanic Conveyor Belt Stability and Global Climate
|
RGMA
|
Aixue Hu
|
National Center for Atmospheric Research (NCAR)
|
|
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A Differentiable, Physics-Informed Ecosystem Modeling and Learning Framework
|
RGMA
|
Chaopeng Shen
|
Pennsylvania State University
|
|
|
Does Dynamical Downscaling at 12km Resolution Add Value to the Representation of Precipitation?
|
RGMA
MSD
|
Abhishekh Srivastava
|
University of California - Davis
|
|
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Assessing Clouds Using Satellite Observations Through Three Generations of Global Atmosphere Models
|
RGMA
|
Brian Medeiros
|
National Center for Atmospheric Research (NCAR)
|
|
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CERESMIP: Investigating Recent Trends in Earth’s Energy Imbalance (EEI)
|
RGMA
|
Paul Durack (LLNL) and Brian Medeiros (NCAR)
|
Lawrence Livermore National Laboratory (LLNL)
|
|
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Scale‐Dependent Influence of Permafrost on Riverbank Erosion Rates
|
RGMA
|
Joel Rowland
|
Los Alamos National Laboratory (LANL)
|
|
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Dry Weather, Abundant Fuel Contributing to Longer Fire Season in the Western United States
|
RGMA
MSD
|
Ruby Leung
|
Pacific Northwest National Laboratory
|
|
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Insights from Simulating Summer Warming of the Great Lakes
|
ESMD
|
Rob Hetland
|
Pacific Northwest National Laboratory
|
|
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Agent-Based Models Reveal Hidden Dynamics in Flood Risk Analysis
|
MSD
|
David Judi
|
Pacific Northwest National Lab
|
|
|
The suitability of differentiable, physics-informed machine learning hydrologic models for ungauged regions and climate change impact assessment
|
RGMA
|
Renu Joseph, Renu.Joseph@science.doe.gov
|
The Pennsylvania State University - Department of Civil and Environmental Engineering
|
|
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Recent Streamflow Trends Across Permafrost Basins of North America
|
RGMA
|
Katrina E. Bennett
|
Los Alamos National Laboratory (LANL)
|
|
|
Global Warming Intensifies Rainfall Extremes in High-Elevation Regions
|
RGMA
|
William D. Collins
|
Lawrence Berkeley National Laboratory
|
|
|
Towards understanding the robust strengthening of ENSO and more frequent extreme El Niño events in CMIP6 global warming simulations
|
RGMA
|
Alexey Fedorov
|
Yale University - Department of Earth and Planetary Sciences
|
|
|
Biome-Scale Temperature Sensitivity of Ecosystem Respiration Revealed by Atmospheric CO2 Observations
|
RGMA
|
Trevor Keenan
|
Lawrence Berkeley National Laboratory
|
|
|
Evaluating the Simulation of CONUS Precipitation by Storm Type in E3SM
|
RGMA
|
Kevin Reed
|
Stony Brook University
|
|
|
Observational Constraints on the Cloud Feedback Pattern Effect
|
RGMA
|
Mark Zelinka
|
Lawrence Livermore National Laboratory (LLNL)
|
|
|
Rapidly Evolving Aerosol Emissions are a Dangerous Omission from Near-Term Climate Risk Assessments
|
RGMA
|
Geeta Persad
|
University of Texas at Austin
|
|
|
Cost of Energy from Large Offshore Wind Arrays
|
RGMA
MSD
|
Sara C Pryor
|
Cornell University
|
|
|
Global Tropical Cyclone Precipitation Scaling with Sea Surface Temperature
|
RGMA
MSD
|
Kevin Reed
|
Stony Brook University
|
|
|
Simulation of Diverse ENSO Teleconnections to Extremes in High Resolution Earth System Models
|
ESMD
|
Salil Mahajan
|
Oak Ridge National Laboratory
|
|
|
Machine Learning-based Global Fire Modeling and Control Attributions
|
RGMA
|
Jiafu Mao
|
Oak Ridge National Laboratory
|
|
|
A Research Agenda for the Science Of Actionable Knowledge (SOAK)
|
RGMA
MSD
|
Kripa Jagannathan
|
Lawrence Berkeley National Laboratory
|
|
|
From Supercomputers to Regional Climate Data: Exploring Best Practices for “Variable-Resolution” Modeling
|
RGMA
MSD
|
L. Ruby Leung
|
Pacific Northwest National Laboratory
|
|
|
Monsoon Low Pressure Systems and Hydrometeorological Disasters
|
RGMA
|
William Boos
|
University of California Berkeley (UC Berkeley)
|
|
|
FEOTS: A Novel Tool for Calculating Tracer Distributions in the Ocean
|
RGMA
|
Wilbert Weijer
|
Los Alamos National Laboratory (LANL)
|
|
|
A Flexible Feature Tracking Package for Climate Science
|
RGMA
|
L. Ruby Leung
|
Pacific Northwest National Laboratory
|
|
|
Evaluating Contemporary and Future-Scenario Substantial-Precipitation Events in the Missouri River Basin Using Object-Oriented Analysis
|
RGMA
MSD
|
William J. Gutowski, Jr.
|
Iowa State University
|
|
|
Measuring the Impacts of Arctic Change on Transportation Systems
|
MSD
|
Stephanie Waldhoff
|
Pacific Northwest National Laboratory
|
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