第12届国际数据同化研讨会

The Convergence of Machine Learning and Data Assimilation in Earth System Science

Peter Jan Van Leeuwen

• Article with the same name
• Off-line learning of DA components
• Article: Bocqute 2020 et al.
• Expectation-Maximization

A data-assimilation inspired approach to post-processing river discharge forecasts

Sarah Dance

• Apply data assimilation before product generation.
• Use EnKF to correct ensemble errors.

PDAF Recent Developments for OpenSource Community Data Assimilation

Lars Nerger

• See repo on Github.

Controlling inflow boundary conditions in a LES model for urban flows

Geir Evensen

• Model: LBM
• GPU friendly model
• Maxwell Boltzmann equation
• Check the code on Github.

Long window 4dvar for reanalysis using differential models

Jeffrey Whitaker

• See the paper in arXiv

Pre-emptive Forecasting of Radar Imagery Using Flow-dependent Convariance Localisation (not entire title)

Craig Bishop

• Paper to be accepted.