AI Medical Compendium Journal:
ACS central science

Showing 1 to 2 of 2 articles

Transferable Machine-Learning Model of the Electron Density.

ACS central science
The electronic charge density plays a central role in determining the behavior of matter at the atomic scale, but its computational evaluation requires demanding electronic-structure calculations. We introduce an atom-centered, symmetry-adapted frame...

Modeling Epoxidation of Drug-like Molecules with a Deep Machine Learning Network.

ACS central science
Drug toxicity is frequently caused by electrophilic reactive metabolites that covalently bind to proteins. Epoxides comprise a large class of three-membered cyclic ethers. These molecules are electrophilic and typically highly reactive due to ring te...