Surrogate Modeling

Contents

• Machine Learning & Artificial Intelligence Flowsheet Model Plugins
  • Custom Model Attributes
  • Data Normalization For Neural Network Models
  • Usage Example
• Surrogate Models Overview
  • Data Selection
  • Variables
  • Method Settings
  • Execution
• Tutorial
  • Tutorial 1: ALAMO
  • Tutorial 2: ACOSSO
  • Tutorial 3: BSS-ANOVA
  • Tutorial 4: Surrogates with UQ Tools
  • Tutorial 5: Surrogates with the Flowsheet