Finetuning and Active Learning
Generate antibodies optimized for a given property
Gruver et. al
Protein sequence property prediction finetuning
Schmirler et. al
Protein-ligand binding affinity prediction finetuning
Gorantla et. al
Generate ESM2 Embeddings
Lin et. al
Generate Prot T5 Embeddings
Elnaggar et. al
Molecular surface interaction fingerprints.
Gainza et. al
Surface-based protein design for ternary complexes.
Marchand et. al
ML-assisted Directed Evolution
J. Funk et. al
Finetune generative protein language model
H. Hrbáň and D. Hoksza et. al
Tools for training neural networks on MAVE datasets and running MCMC simulations
Durumeric et. al