Surface Drifter Trajectory Prediction in the Gulf of Mexico Using Neural Networks
Grossi, M.D., S. Jegelka, P.F.J. Lermusiaux, and T.M. Özgökmen, 2024. Surface Drifter Trajectory Prediction in the Gulf of Mexico Using Neural Networks. Ocean Modelling, sub-judice. Special issue: Machine Learning for Ocean Modelling.
Convolutional Neural Networks for Sea Surface Data Assimilation in Operational Ocean Models: Test Case in the Gulf of Mexico
Zavala-Romero, O., A. Bozec, E.P. Chassignet, and J.R. Miranda, 2024. Convolutional neural networks for sea surface data assimilation in operational ocean models: Test case in the Gulf of Mexico. Manuscript submitted for publication in EGUsphere.
Multi-marginal Schrödinger Bridges with Iterative Reference Refinement
Shen, Y., R. Berlinghieri, and T. Broderick, 2024. Multi-marginal Schrödinger Bridges with Iterative Reference Refinement. https://arxiv.org/abs/2408.06277
Consistent Validation for Predictive Methods in Spatial Settings
Burt, D. R., Y. Shen, and T. Broderick, 2024. Consistent Validation for Predictive Methods in Spatial Settings. https://www.arxiv.org/abs/2402.03527
Deep Spectral Computations in Linear and Nonlinear Diffusion Problems
Simonnet, E., and M.D. Chekroun, 2022. Deep Spectral Computations in Linear and Nonlinear Diffusion Problems. Sub-judice. doi:10.48550/arXiv.2207.03166
