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Surrogate Methods
Surrogate Methods
Introduction
Computing environment setup
Basics of Python Programming
Basic programming in Python and Jupyter Notebooks
Basics of PyTorch tensor computations
Basic plotting in Python
Python and Jupyter notebook resources
Modeling
Sampling Plans
Data Handling
Basic Surrogate Models
Polynomial Model
Radial Basis Function Model
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