These are slides I used for a talk at the Community Surface Dynamics Modeling System (CSDMS) 2019 Annual meeting on May 21 in Boulder, CO, USA. A video of the talk is available online (see the YouTube link below in 'References' section). Several papers mentioned in the talk are also linked below (and all papers mentioned in the talk have DOIs on the slides).
Here is the submitted abstract for the talk:
"Numerical modeling is at the core of prediction in coastal settings. Observational data is used in tandem with models for a variety of modeling tasks, but the perhaps the coupling could be tighter? I will discuss a range of Machine Learning tools that co-workers and I have integrated with coastal morphodynamic models that allow for a tight coupling of models and data, and provide morphodynamic insight."
Here is the submitted abstract for the talk:
"Numerical modeling is at the core of prediction in coastal settings. Observational data is used in tandem with models for a variety of modeling tasks, but the perhaps the coupling could be tighter? I will discuss a range of Machine Learning tools that co-workers and I have integrated with coastal morphodynamic models that allow for a tight coupling of models and data, and provide morphodynamic insight."