Title: Gaussian processes at the Helm(holtz): A more fluid model for ocean currents.
Given sparse observations of buoy velocities, oceanographers are interested
in reconstructing ocean currents away from the buoys and identifying
divergences in a current vector field. As a first and modular step, we [...]
Authors: Renato Berlinghieri, Brian L. Trippe, David R. Burt, Ryan Giordano, Kaushik Srinivasan, Tamay Özgökmen, Junfei Xia, Tamara Broderick
Title: 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 b [...]
Authors: Renato Berlinghieri, Brian L. Trippe, David R. Burt, Ryan Giordano, Kaushik Srinivasan, Tamay Özgökmen, Junfei Xia, Tamara Broderick
Title: 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 dynamics to be smooth but hig [...]
Authors: Renato Berlinghieri, Brian L. Trippe, David R. Burt, Ryan Giordano, Kaushik Srinivasan, Tamay Özgökmen, Junfei Xia, Tamara Broderick