Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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BII-Implementation: The causes and consequences of plant biodiversity and its emergent properties across scales in a rapidly changing world
Cavender-Bares, J. M. (PI), Banerjee, A. (CoI), Butler, E. E. (CoI), Hobbie, S. E. (CoI), Isbell, F. (CoI), Menninger, H. L. (CoI), Montgomery, R. A. (CoI), Pinto Ledezma, J. N. (CoI), Potter, C. (CoI), Reich, P. B. (CoI), Springer, N. M. (CoI), Stefanski, A. (CoI), Williams, L. J. (CoI), Willis, C. (CoI) & Yang, Y. (CoI)
THE NATIONAL SCIENCE FOUNDATION
9/1/20 → 8/31/25
Project: Research project
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Collaborative Research: Physics-Based Machine Learning for Sub-seasonal Climate Forecasting
Banerjee, A. (PI)
THE NATIONAL SCIENCE FOUNDATION
9/1/19 → 5/31/21
Project: Research project
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III: Small: Stochastic Algorithms for Large Scale Data Analysis
Banerjee, A. (PI)
THE NATIONAL SCIENCE FOUNDATION
9/1/19 → 6/30/21
Project: Research project
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III: Medium: Collaborative Research: Bayesian Modeling a
Banerjee, A. (PI)
THE NATIONAL SCIENCE FOUNDATION
9/1/16 → 8/31/20
Project: Research project
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Fingerprints of AMOC Variations Derived From Machine Lea
Banerjee, A. (PI)
USDOC NAT'L OCEANIC & ATMOSPHERIC ADMIN
7/1/16 → 6/30/20
Project: Research project
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Correction for Cazzolla Gatti et al., The number of tree species on Earth: The number of tree species on Earth (Proceedings of the National Academy of Sciences of the United States of America (2022) 119 (e2115329119) DOI: 10.1073/pnas.2115329119)
Gatti, R. C., Reich, P. B., Gamarra, J. G. P., Crowther, T., Hui, C., Morera, A., Bastin, J. F., de-Miguel, S., Nabuurs, G. J., Svenning, J. C., Serra-Diaz, J. M., Merow, C., Enquist, B., Kamenetsky, M., Lee, J., Zhu, J., Fang, J., Jacobs, D. F., Pijanowski, B. & Banerjee, A. & 128 others, , Mar 29 2022, In: Proceedings of the National Academy of Sciences of the United States of America. 119, 13, e2202784119.Research output: Contribution to journal › Comment/debate › peer-review
Open Access1 Scopus citations -
Increasing Functional Diversity in a Global Land Surface Model Illustrates Uncertainties Related to Parameter Simplification
Butler, E. E., Wythers, K. R., Flores Moreno, H., Ricciuto, D. M., Datta, A., Banerjee, A., Atkin, O. K., Kattge, J., Thornton, P. E., Anand, M., Burrascano, S., Byun, C., Cornelissen, J. H. C., Forey, E., Jansen, S., Kramer, K., Minden, V. & Reich, P. B., Mar 2022, In: Journal of Geophysical Research: Biogeosciences. 127, 3, e2021JG006606.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Updated respiration routines alter spatio-temporal patterns of carbon cycling in a global land surface model
Butler, E. E., Wythers, K. R., Flores-Moreno, H., Chen, M., Datta, A., Ricciuto, D. M., Atkin, O. K., Kattge, J., Thornton, P. E., Banerjee, A. & Reich, P. B., Oct 2021, In: Environmental Research Letters. 16, 10, 104015.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Hessian based analysis of SGD for Deep Nets: Dynamics and generalization
Li, X., Gu, Q., Zhou, Y., Chen, T. & Banerjee, A., 2020, Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020. Demeniconi, C. & Chawla, N. (eds.). Society for Industrial and Applied Mathematics Publications, p. 190-198 9 p. (Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access22 Scopus citations -
TRY plant trait database – enhanced coverage and open access
The Nutrient Network, Jan 1 2020, In: Global change biology. 26, 1, p. 119-188 70 p.Research output: Contribution to journal › Article › peer-review
Open Access1204 Scopus citations