Nathaniel O Collier

Contact

COLLIERNO@ORNL.GOV

Bio

Please ignore the information here and see https://nocollier.github.io/ for my professional information.

Publications

August 2025

One-at-a-Time Parameter Perturbation Ensemble of the Community Land Model, Version 5.1

Journal: Journal of Advances in Modeling Earth Systems

December 2024

Enhancing Photosynthesis Simulation Performance in ESMs with Machine Learning-Assisted Solvers

Conference Paper

October 2023

Perspectives on Artificial Intelligence for Predictions in Ecohydrology

Journal: Artificial Intelligence for the Earth Systems

June 2022

Quantifying Carbon Cycle Extremes and Attributing Their Causes Under Climate and Land Use and Land…

Journal: Journal of Geophysical Research: Biogeosciences

December 2020

Automated Integration of Continental-Scale Observations in Near-Real Time for Simulation and…

Conference Paper

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