• Large-scale ocean circulation
• Role of oceans in climate 
• Eddy-mean flow interaction 
• Data-driven methods in oceanography and climate

Educational Qualification: 

• Ph.D., Marine and Atmospheric Science, State University of New York Stony Brook (2019)
• B.Tech. M.Tech. Dual Degree, Ocean Engineering and Naval Architecture, IIT Kharagpur (2011)

Research Publications: 

• Bire, S., Mittal, T., Kang, W., Ramadhan, A., Tuckman, P. J., German, C. R., Thurnherr, A. M., & Marshall, J. (2023). Divergent behavior of hydrothermal plumes in fresh versus salty icy ocean worlds. Journal of Geophysical Research: Planets, 128(11). https://doi.org/10.1029/2023je007740
• Bire, S., Kang, W., Ramadhan, A., Campin Jean‐Michel, & Marshall, J. (2022). Exploring ocean circulation on icy moons heated from below. Journal of Geophysical Research: Planets, 127(3). https://doi.org/10.1029/2021je007025 
• Kang, W., Bire, S., & Marshall, J. (2022). The role of ocean circulation in driving hemispheric symmetry breaking of the ice shell of Enceladus. Earth and Planetary Science Letters, 599, 117845. https://doi.org/10.1016/j.epsl.2022.117845 
• Kang, W., Marshall, J., Mittal, T., & Bire, S. (2022). Ocean dynamics and tracer transport over the south pole geysers of Enceladus. Monthly Notices of the Royal Astronomical Society, 517(3), 3485–3494. https://doi.org/10.1093/mnras/stac2882 
• Kang, W., Mittal, T., Bire, S., Campin, J.-M., & Marshall, J. (2022). How does salinity shape ocean circulation and ice geometry on Enceladus and other icy satellites? Science Advances, 8(29). https://doi.org/10.1126/sciadv.abm4665 
• Bire, S., & Wolfe, C. L. P. (2021). The role of eddies in the zonal and meridional overturning circulations of buoyancy-forced basins. Journal of Physical Oceanography, 51(2), 575–590. https://doi.org/10.1175/jpo-d-20-0025.1 
• Bire, S., & Wolfe, C. L. P. (2018). The role of eddies in buoyancy-driven eastern boundary currents. Journal of Physical Oceanography, 48(12), 2829–2850. https://doi.org/10.1175/jpo-d-18-0040.1 

Arxiv papers 

• Bire, S., Lütjens, B., Azizzadenesheli, K., Anandkumar, A., & Hill, C. N. (2023). Ocean emulation with fourier neural operators: Double gyre. Authorea, Inc. https://doi.org/10.22541/essoar.170110658.85641696/v1 
• Cachay, S. R., Erickson, E., Bucker, A. F. C., Pokropek, E., Potosnak, W., Bire, S., Osei, S., & Lütjens, B. (2021). The world as a graph: Improving el niño forecasts with graph neural networks. arXiv. https://doi.org/10.48550/ARXIV.2104.05089

https://homepages.iitb.ac.in/~suyashb