Rohit Singh
Duke University
Computational Biology
Understanding the kinetics of drug-target interactions is important for designing therapeutics with desirable pharmacological profiles. Current experimental and simulation methods for studying ligand residence time are expensive and low-throughput. We seek to model ligand residence time for numerous systems using molecular dynamics simulations and distill this information into a machine learning predictive model that can be applied to high-throughput screening and optimization. Lab website: https://singhlab.net/.
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