Light-DDG is a fast, distilled Transformer for binding-energy mutation prediction that is repurposed as an antibody optimizer and explainer, but its benchmark gains may be inflated by training on teacher-generated mutations of the same test complexes.
Dsmbind: Se (3) denoising score matching for unsupervised binding energy prediction and nanobody design
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A Simple yet Effective DDG Predictor is An Unsupervised Antibody Optimizer and Explainer
Light-DDG is a fast, distilled Transformer for binding-energy mutation prediction that is repurposed as an antibody optimizer and explainer, but its benchmark gains may be inflated by training on teacher-generated mutations of the same test complexes.