Xcatter is Quantireal's upcoming data synthesis software application on the QuICK Platform that uses a novel computational physics based modeling and simulation technique to generate radiation based imaging data. Xcatter virtualizes the way in which data is acquired to train and test anomaly detection algorithms as applied to radiation scans, thereby reducing acquisition costs, improving annotation accuracy, and the range of geometric and material diversity of the data.