Combining structural and bioactivity-based fingerprints improves prediction {performance|overall performance|efficiency|functionality} and scaffold-hopping capability

This study aims at {improving|enhancing} upon existingactivity predictions {methods|techniques|strategies|approaches|procedures|solutions} by augmenting chemical structure fingerprints withbio-activity {based|primarily based} fingerprints derived from high-throughput screening (HTS){data|information} (HTSFPs). The HTSFPs {were|had been|have been} generated…

{Small|Little|Tiny|Modest|Smaller|Compact} basis set density-functional theory {methods|techniques|strategies|approaches|procedures|solutions} corrected with atom-centered potentials

Density-functional theory (DFT) is {currently|presently|at present|at the moment} {the most|probably the most|essentially the most|one of the most|by far the most} {popular|well-liked|well-known|common|well known|preferred} {method|technique|approach|strategy|system|process} for modeling non-covalentinteractions and thermochemistry. The {accurate|correct|precise}…