Machine Learning-Guided Antibody Engineering That Leverages Domain Knowledge To Overcome The Small Data Problem
T. Clark, V. Subramanian, A. Jayaraman, E. Fitzpatrick, R. Gopal, N. Pentakota, T. Rurak, S. Anand, A. Viglione, K. Tharakaraman, R. Raman, R. Sasisekharan
This paper presents a machine learning platform that enhances antibody affinity and neutralizing potency using domain knowledge and limited experimental data.
bioRxiv · Jun 2, 2023 · PreprintBioengineering