PolyPharma has been updated, it uses structure activity relationships to view predicted activities against biological targets, physical properties, and off-targets to avoid. Calculations are done using Bayesian models and other kinds of calculations that are performed on the device. There is more detailed information here. The latest update includes toxicity models from EPA Tox21 dataset measurements.

There are many more iOS apps for science on the mobile science site.