Search Results for author: Anton Morgunov

Found 2 papers, 2 papers with code

DirectMultiStep: Direct Route Generation for Multi-Step Retrosynthesis

1 code implementation22 May 2024 Yu Shee, Haote Li, Anton Morgunov, Victor Batista

Traditional computer-aided synthesis planning (CASP) methods rely on iterative single-step predictions, leading to exponential search space growth that limits efficiency and scalability.

Multi-step retrosynthesis Retrosynthesis

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

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