Structure-activity relationships

Technique of Augmenting Molecular Graph Data by Perturbating Hidden Features

Quantitative structure–property relationship models are useful in efficiently searching for molecules with desired properties in drug discovery and materials development. In recent years, many such models based on graph neural networks, showing good …

Improvement of the Structure Generator DAECS with Respect to Structural Diversity

The development of novel organic compounds with desired properties is time consuming and costly. Thus, the quantitative structure‐property relationship (QSPR) model is used widely for efficiently discovering compounds with the desired properties. …