Search Results for author: Rafael I. Brent

Found 2 papers, 2 papers with code

ChemSpaceAL: An Efficient Active Learning Methodology Applied to Protein-Specific Molecular Generation

2 code implementations11 Sep 2023 Gregory W. Kyro, Anton Morgunov, Rafael I. Brent, Victor S. Batista

We demonstrate the applicability of this methodology to targeted molecular generation by fine-tuning a GPT-based molecular generator toward a protein with FDA-approved small-molecule inhibitors, c-Abl kinase.

Active Learning Drug Discovery

HAC-Net: A Hybrid Attention-Based Convolutional Neural Network for Highly Accurate Protein-Ligand Binding Affinity Prediction

1 code implementation23 Dec 2022 Gregory W. Kyro, Rafael I. Brent, Victor S. Batista

Applying deep learning concepts from image detection and graph theory has greatly advanced protein-ligand binding affinity prediction, a challenge with enormous ramifications for both drug discovery and protein engineering.

Drug Discovery Property Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.