Spencer Wozniak

Accurate Predictions of Molecular Properties of Proteins via Graph Neural Networks and Transfer Learning

This paper introduces GSnet, a graph neural network for predicting protein molecular properties, and shows it outperforms existing methods for solvent-accessible surface area prediction.

Diffusion and Viscosity in Mixed Protein Solutions

This study uses molecular dynamics simulations to investigate viscosity and diffusion in crowded protein solutions, showing that diffusion reduction exceeds viscosity effects due to cluster formation.