no code implementations • 22 Oct 2024 • Keir Adams, Kento Abeywardane, Jenna Fromer, Connor W. Coley
Inspired by traditional ligand discovery, we compose 3D similarity scoring functions to assess ShEPhERD's ability to conditionally generate novel molecules with desired interaction profiles.
1 code implementation • 8 Oct 2024 • Jenna Fromer, Runzhong Wang, Mrunali Manjrekar, Austin Tripp, José Miguel Hernández-Lobato, Connor W. Coley
Batched Bayesian optimization (BO) can accelerate molecular design by efficiently identifying top-performing compounds from a large chemical library.