Katherine Deck

Research Scientist
Climate Modeling Alliance, California Institute of Technology

1200 E. California Blvd
MC C1-221
Pasadena, CA 91125

Office: CliMA House

Publications

  • Braghiere, R.K., Wang, Y., Gagné-Landmann, A., Brodrick, P.G., Bloom, A.A., Norton, A.J., Ma, S., Levine, P., Longo, M., Deck, K., Gentine, P., Worden, J.R., Frankenberg, C., Schneider, T., 2023: The importance of hyperspectral soil albedo information for improving Earth system model projections. AGU Advances, 4, e2023AV000910.
    [PDF] [Official version]

  • Charbonneau, A., Deck, K., Schneider, T., 2023: A physics-constrained neural differential equation for data-driven seasonal snowpack forecasting. Artificial Intelligence for the Earth Systems, submitted.
    [PDF]

  • Bischoff, T., Deck, K., 2023: Unpaired downscaling of fluid flows with diffusion bridges. Artificial Intelligence for the Earth Systems, submitted.
    [PDF]