Publications

[4] Martin, S. A., Manucharyan, G. E., & Klein, P., Multi-Modal Eddy-Resolving Surface Ocean State Estimation Using Generative Data Assimilation, (in prep.). (GitHub)

[3] Martin, S. A., Manucharyan, G. E., & Klein, P., Deep Learning Improves Global Satellite Observations of Ocean Eddy Dynamics, Geophysical Research Letters, 51, e2024GL110059. (Paper)

[2] Martin, S. A., Manucharyan, G. E., & Klein, P. (2022), Synthesizing Sea Surface Temperature and Satellite Altimetry Observations Using Deep Learning Improves the Accuracy and Resolution of Gridded Sea Surface Height Anomalies, Journal of Advances in Modeling Earth Systems, 15, e2022MS003589. (Paper)

[1] Terquem, C. & Martin, S. (2021), The circularization time-scales of late-type binary stars, Monthly Notices of the Royal Astronomical Society, 507(3). (ArXiv)