Synthetic accessibility-informed designing of efficient organic semi-conductors for organic solar cells

[Display omitted] •Computer assisted exploration of new chemical space designing organics molecules.•Synthetic accessibility informed designing of organic solar cells.•Potential of synthetic ability can be used for virtual screening. Modern computer-assisted synthesis offers solid support for easy virtual screening of easily synthesizable compounds. By using the synthetic accessibility score this restriction may be bypassed. In the present work, a chemical space of organic semi-conductors is generated. Synthetic accessibility of generated organic semi-conductors is studied using Synthetic accessibility (SA) score and Synthetic Bayesian classifier (SYBA) score. These methods are very fast. A significance difference is observed between results obtained from two groups. The distribution of predicted scores using two methods is also different. More research is required in this field. Generated organic semi-conductors are screened on the basis of calculated scores. This study is indicating the potential of synthetic accessibility scores in the virtual screening. These faster methods are ideal for large scale screening.