Denoising Diffusion Probabilistic Models for Ocean Current Prediction with Sparse Observations.

McCammon, Seth

Denoising Diffusion Probabilistic Models for Ocean Current Prediction with Sparse Observations.

Jeffrey Caley^1,2, David Luna Guitron², Andrew Sims³, Ashley Akamine², Ember McEwen², Seth McCammon⁴ and Weifeng Gordon Zhang⁵, (1)UNITED STATES, (2)Pacific Lutheran University, Computer Science, Tacoma, United States, (3)Pacific Lutheran University, Physics, Tacoma, United States, (4)Woods Hole Oceanographic Institution, Applied Ocean Physics and Engineering, Woods Hole, United States, (5)WHOI, Physical Oceanography, Woods Hole, United States