Skillful subseasonal Indian Ocean marine heatwave forecasts using a neural network
Lucas Howard, Aneesh C. Subramanian, Jithendra Nadimpalli, Donata Giglio, and Ibrahim Hoteit. Environmental Data Science, 2026.
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Publications
This is a partial list. You can find a full list of my publications on my Google Scholar page or by checking my CV.
Probabilistic emulation of the community radiative transfer model using machine learning
Lucas Howard, Aneesh C. Subramanian, Gregory Thompson, Benjamin Johnson, and Thomas Auligne. Artificial Intelligence for the Earth Systems, 2026.
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A machine learning augmented data assimilation method for high-resolution observations
Lucas Howard, Aneesh C. Subramanian, and Ibrahim Hoteit. Journal of Advances in Modeling Earth Systems, 2024.
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Uncertainty quantification and calibration of a large subsurface flow and transport model using the ensemble Kalman filter
Lucas J. Howard, James Ross, Michelle Jarrett, and Martin Amos. Proceedings of the Waste Management Symposium, 2020.
Heuristic assessment of bridge scour sensitivity using differential evolution: case study for linking floodplain encroachment and bridge scour
Lucas J. Howard, Ian A. Anderson, Kristen L. Underwood, Mandar M. Dewoolkar, Larry M. Deschaine, and Donna M. Rizzo. Environmental Systems Research, 5:20, 2016.
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