Gaussian Functions in Protein Folding

Question

Can Gaussian functions describe useful interactions or shapes in a protein-folding model?

Goals

• Build a Gaussian-based energy or similarity model.
• Test whether it distinguishes or guides candidate protein shapes.

Method

Use smooth Gaussian terms to assign stronger influence to nearby structural features.

• Choose a simplified representation of amino-acid positions or contacts.
• Define Gaussian features or an energy function from distances.
• Fit or simulate the model and compare scores with known or generated structures.