A review of flow field forecasting: A high‐dimensional forecasting procedure
Abstract
Forecasting, especially high‐dimensional forecasting, is becoming more and more sought after, particularly as computing resources increase in both size and speed. Flow field forecasting is a general purpose regression‐based forecasting method that has recently been expanded to high‐dimensional settings. In this article, we provide an overview of the flow field forecasting methodology, with a particular emphasis on environments where the number of candidate predictor variables is large, potentially larger than the number of observations.
Document Details
- Document Type
- Pub Defense Publication
- Publication Date
- Feb 21, 2020
- Source ID
- 10.1002/wics.1505
Entities
People
- Kyle Caudle
- Patrick S. Fleming
- Randy C. Hoover
Organizations
- Naval Postgraduate School
- Naval Surface Warfare Center
- South Dakota School of Mines and Technology