Hybrid Modeling and Knowledge-Guided Learning

11. Hybrid Modeling and Knowledge-Guided Learning#

Welcome to the Hybrid Modeling chapter! By the end of this section, you will:

  1. Understand glacier modeling through physics-based approaches.

  2. Learn about Knowledge-Guided Machine Learning (KGML) models and how they seamlessly combine physics-based and ML approaches.

  3. Identify the strengths and limitations of KGML models.

  4. Explore various applications of KGML models in scientific and engineering domains.