Aggregation is a regular concern when evaluating potential hits from screening and a recent paper "An Aggregation Advisor for Ligand Discovery" DOI attempts to provide an insight into this phenomenon, in addition they provide a useful web-based tool http://advisor.bkslab.org that provides a free service to advise whether molecules may aggregate under biological assay conditions.