Aakash Sane
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Publications

Published:

  1. “Kernel-Based Machine Learning Approach for Large-Scale Predictions of Southern Ocean Net Primary Production” Navarra G. Gian, Deutsch, C. ** A Sane**, Zika, J., 2026 Gian Navarra, C Deutsch, A Sane, J Zika (2026) Artificial Intelligence for the Earth Systems https://doi.org/10.1175/AIES-D-25-0078.1

  2. “Machine Learned Equations for Vertical Mixing in the Ocean Surface Boundary Layer”
    A Sane, B G Reichl, A Adcroft, L Zanna (2026).
    Geophysical Research Letters https://doi.org/10.1029/2026GL122106

  3. “Understanding the characteristics and drivers of Pacific decadal variability over the last millennium” A Cheung, A Sane, B Fox-Kemper Climate Dynamics https://link.springer.com/article/10.1007/s00382-025-07996-y

  4. “The GFDL-CM4X climate model hierarchy, Part I: Thermal Properties And the Mesoscale Dominance Hypothesis” Griffies, S. M., … A Sane, … et al. (2025)
    Journal of Advances in Modeling Earth Systems https://doi.org/10.1029/2024MS004861

  5. “The GFDL-CM4X climate model hierarchy, Part II: Case Studies” Griffies, S. M., … A Sane, … et al. (2025) Journal of Advances in Modeling Earth Systems https://doi.org/10.1029/2024MS004862

  6. “Internal Versus Forced Variability Metrics for General Circulation Models Using Information Theory” A Sane, B Fox-Kemper, D Ullman (2024). Journal of Geophysical Research - Oceans https://doi.org/10.1029/2023JC020101

  7. “Learning Machine Learning with Lorenz-96” D Balwada, … A Sane, … et al. (2024) The Journal of Open Source Education https://jose.theoj.org/papers/10.21105/jose.00241

  8. “Parameterizing Vertical Mixing Coefficients in the Ocean Surface Boundary Layer using Neural Networks”
    A Sane, BG Reichl, A Adcroft, L Zanna (2023).
    Journal of Advances in Modeling Earth Systems https://doi.org/10.1029/2023MS003890

  9. “Consistent Predictability of the Ocean State Ocean Model (OSOM) using Information Theory and Flushing Timescales” A Sane, B Fox-Kemper, D Ullman, C Kincaid, L Rothstein (2021). Journal of Geophysical Research - Oceans https://doi.org/10.1029/2020JC016875

  10. “Evaluating Coupled Climate Model Parameterizations via Skill at Reproducing the Monsoon Intraseasonal Oscillation” P Orenstein, B Fox-Kemper, L Johnson, Q Li, A Sane (2021). Journal of Climate https://doi.org/10.1175/JCLI-D-21-0337.1

  11. “Nanofluid flow and heat transfer in boundary layers: the influence of concentration diffusion on heat transfer enhancement” C J Barbosa de Castilho, M E Fuller, A Sane, J T C Liu (2018). Heat Transfer Engineering https://doi.org/10.1080/01457632.2018.1442298

  12. “Surface tension of flowing soap films” A Sane, S Mandre, I Kim (2018). Journal of Fluid Mechanics, 841 https://doi.org/10.1017/jfm.2018.28
    *Article selected for JFM - Focus on Fluids section, Commentary article ‘Tension Grips the Flow’ by Prof. Mahesh Bandi (OIST, Japan) https://doi.org/10.1017/jfm.2018.301

Under Review:

  1. “Hybrid AI Coupled Sea-Ice Ocean Climate Models” L Zanna, … A Sane, … et al.

In preparation:

  1. “Ocean Model Intercomparison Project for CMIP7: Experimental Protocols and Diagnostics”
    B Fox-Kemper, … A Sane, … et al.