Projects per year
Overview
Education/Academic qualification
Eng-Mechanical, Doctorate Degree
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Dive into the research topics where Nathaniel Collier is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Projects
- 2 Active
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Experimental-data-informed, machine-learning-enabled benchmarking and development of land carbon cycle in Earth system models
Shi, Z. (PI), Zhou, J. J. (CoPI), Hoffman, F. (CoPI) & Collier, N. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
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An Integrated artificial intelligence and E3SM hierarchal modeling framework for elucidating environmental responses of soil carbon and nutrients dynamics
Song, Y. Y. (PI), Hoffman, F. (CoPI), Collier, N. (CoPI) & Mishra, U. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
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Hosting downscaled decision-relevant community data products in ESGF2-US
Massoud, E. C., Ames, S. K., Collier, N., Durack, P. J., Feldman, D., Gleckler, P. J., Hoffman, F. M., Kumar, J., Lipschultz, F., Taylor, K. E. & Ullrich, P., Mar 1 2026, In: Environmental Research: Climate. 5, 1, 011002.Research output: Contribution to journal › Article › peer-review
Open Access -
Impacts of benchmarking choices on inferred model skill of the Arctic-Boreal terrestrial carbon cycle
Poe, J., Huntzinger, D., Collier, N., Schwalm, C., Wells, J., Schädel, C., Riley, W. J. & Sitch, S., Mar 31 2025, In: Environmental Research: Ecology. 4, 1, 015007.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Implementation and Evaluation of Emission-Driven Land-Atmosphere Coupled Simulation in E3SMv2.1
Feng, S., Harrop, B. E., Ricciuto, D. M., Burrows, S. M., Zhu, Q., Lin, W., Collier, N., Bond-Lamberty, B., Zhang, C., Forsyth, R. M., Wolfe, J. D., Shi, X., Thornton, P. E., Takano, Y., Maltrud, M. E., Singh, B., Fang, Y., Holm, J. A., Jeffery, N. & Leung, L. R., Dec 2025, In: Journal of Advances in Modeling Earth Systems. 17, 12, e2025MS005099.Research output: Contribution to journal › Article › peer-review
Open Access -
One-at-a-Time Parameter Perturbation Ensemble of the Community Land Model, Version 5.1
Kennedy, D., Dagon, K., Lawrence, D. M., Fisher, R. A., Sanderson, B. M., Collier, N., Hoffman, F. M., Koven, C. D., Kluzek, E., Levis, S., Lu, X., Oleson, K. W., Zarakas, C. M., Cheng, Y., Foster, A. C., Fowler, M. D., Hawkins, L. R., Kavoo, T., Kumar, S. & Newman, A. J. & 10 others, , Aug 2025, In: Journal of Advances in Modeling Earth Systems. 17, 8, e2024MS004715.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Enhancing Photosynthesis Simulation Performance in ESMs with Machine Learning-Assisted Solvers
Massoud, E. C., Collier, N., Sharma, B., Kumar, J. & Hoffman, F. M., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4351-4356 6 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Datasets
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International land Model Benchmarking (ILAMB) Package v002.00
Collier, N. (Creator), Hoffman, F. (Creator), Mu, M. (Creator), Randerson, J. T. (Creator) & Riley, W. J. (Creator), Reducing Uncertainties in Biogeochemical Interactions through Synthesis and Computation Science Focus Area (RUBISCO SFA) , May 9 2016
DOI: 10.18139/ILAMB.v002.00/1251621
Dataset