Jeremy C Smith Governor's Chair and Director, UT-ORNL Center for Molecular Biophysics Contact smithjc@ornl.gov | 865.574.9635 All Publications High-Throughput Screening and Accurate Prediction of Ionic Liquid Viscosities Using Interpretable Machine Learning Inhibition of asphaltene aggregation using deep eutectic solvents: COSMO-RS calculations and experimental validation Physics-Based Machine Learning Models Predict Carbon Dioxide Solubility in Chemically Reactive Deep Eutectic Solvents Multiscale investigation of the mechanism of biomass deconstruction in the dimethyl isosorbide/water Co-solvent pretreatment system Accurate Machine Learning for Predicting the Viscosities of Deep Eutectic Solvents Drugging the entire human proteome: Are we there yet? Comparative Assessment of Pose Prediction Accuracy in RNA–Ligand Docking Structural asymmetry in FGF23 signaling Predictive understanding of the surface tension and velocity of sound in ionic liquids using machine learning Quantum Chemistry-Driven Machine Learning Approach for the Prediction of the Surface Tension and Speed of Sound in Ionic Liqu... HLA-Clus: HLA class I clustering based on 3D structure SCOMAP-XD: atomistic deuterium contrast matching for small-angle neutron scattering in biology... SARS-CoV2 Billion-Compound Docking... Accurate prediction of carbon dioxide capture by deep eutectic solvents using quantum chemistry and a neural network HLA Class I Supertype Classification Based on Structural Similarity Amphiphilic Co-Solvents Modulate the Structure of Membrane Domains... Modeling the partitioning of amphiphilic molecules and co-solvents in biomembranes... Identification of Small-Molecule Inhibitors of Fibroblast Growth Factor 23 Signaling via In Silico Hot Spot Prediction and Mo... Hypothesis-Agnostic Network-Based Analysis of Real-World Data Suggests Ondansetron is Associated with Lower COVID-19 Any Caus... Property space mapping of Pseudomonas aeruginosa permeability to small molecules Origins of glycan selectivity in streptococcal Siglec-like adhesins suggest mechanisms of receptor adaptation... Hit Expansion of a Noncovalent SARS-CoV-2 Main Protease Inhibitor... Novel small molecule FGF23 inhibitors increase serum phosphate and improve skeletal abnormalities in Hyp mice Microbial Membranes: A Challenge for Bioenergy Locking out water at 100°C... Pagination Current page 1 Page 2 Page 3 … Next page ›› Last page Last » Key Links ORCID Organizations Biological and Environmental Systems Science Directorate Biosciences Division