Site map An overview of the available content on this site. Keep the pointer still over an item for a few seconds to get its description. Meetings Fall Meetings 2020 Fall Meetings 2021 Fall Meetings 2022 Kickoff Meeting 01 2020 MURI ML-SCOPE Agenda Spring Meetings 2021 Spring Meetings 2022 Summer Meetings 2020 Summer Meetings 2021 Summer Meetings 2022 Summer Tutorials 2020 Miscellaneous Community/Outreach Our ML-SCOPE Team Publications Conference Neural Closure Model for Dynamic Mode Decomposition Forecasts Sparse Regression and Adaptive Feature Generation for the Discovery of Dynamical Systems Journal Neural closure models for dynamical systems Reduced-order models for coupled dynamical systems: Data-driven methods and the Koopman operator Pre-print Bayesian Learning of Coupled Biogeochemical-Physical Models Deep Reinforcement Learning for Adaptive Mesh Refinement Research Resources ML + Ocean Bridging Resources Bayesian Inference from Geophysics People ML Tutorials Ocean Tutorials Papers/Books Book: Topological Methods in Data Analysis and Visualization IV Toolboxes Software and Data Users