Search Results for author: Matthew Greenig

Found 2 papers, 1 papers with code

Understanding Biology in the Age of Artificial Intelligence

no code implementations6 Mar 2024 Elsa Lawrence, Adham El-Shazly, Srijit Seal, Chaitanya K Joshi, Pietro Liò, Shantanu Singh, Andreas Bender, Pietro Sormanni, Matthew Greenig

Modern life sciences research is increasingly relying on artificial intelligence approaches to model biological systems, primarily centered around the use of machine learning (ML) models.

Protein Structure Prediction

Score-Based Generative Models for Designing Binding Peptide Backbones

1 code implementation10 Oct 2023 John D Boom, Matthew Greenig, Pietro Sormanni, Pietro Liò

We apply our framework to design antibody binding loop structures conditional on a target epitope and evaluate a variety of modelling choices in SGM-based protein design.

Protein Design

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