Gaussian processes at the Helm(holtz): A more fluid model for ocean currents
Oceanographers are interested in predicting ocean currents and identifying divergences in a current vector field based on sparse observations of buoy velocities. Since we expect current velocity to be a continuous but highly non-linear function of spatial location, Gaussian processes (GPs) offer an...
Main Author: | Berlinghieri, Renato |
---|---|
Other Authors: | Broderick, Tamara |
Format: | Thesis |
Published: |
Massachusetts Institute of Technology
2023
|
Online Access: | https://hdl.handle.net/1721.1/151385 |
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