Search Results for author: Jenna Fromer

Found 2 papers, 1 papers with code

ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design

no code implementations22 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.

Batched Bayesian optimization with correlated candidate uncertainties

1 code implementation8 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.

Bayesian Optimization Diversity +1

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