3 citations · 10 across the 8 of their papers we have counts for
3 papers · 1 filter
OMTRA: A Multi-Task Generative Model for Structure-Based Drug Design
Ian Dunn, Liv Toft, Tyler Katz +4
Structure-based drug design (SBDD) focuses on designing small-molecule ligands that bind to specific protein pockets. Computational methods are integral in modern SBDD workflows an…
InstructPro: Natural Language Guided Ligand-Binding Protein Design
Zhenqiao Song, Ramith Hettiarachchi, Chuan Li +2
The de novo design of ligand-binding proteins with tailored functions is essential for advancing biotechnology and molecular medicine, yet existing AI approaches are limited by sca…
QuATON: Quantization Aware Training of Optical Neurons
Hasindu Kariyawasam, Ramith Hettiarachchi, Quansan Yang +7
Optical processors, built with "optical neurons", can efficiently perform high-dimensional linear operations at the speed of light. Thus they are a promising avenue to accelerate l…