Aqueous two-phase systems (ATPSs) form when two immiscible solutions are mixed together at specific concentrations and temperatures. Due to phase separation between the two solutions, ATPSs have many biomedical applications, including separating, purifying, and extracting biomolecules such as viruses and enzymes, as well as in cell biopatterning and biochemical assay development.
Want to save time testing various solutions for the formation of an ATPS? The Frampton Lab at Dalhousie University has developed a set of machine learning algorithms to predict the formation of ATPSs.
After clicking the link above you will be directed to the 'Chemicals' page. To get your predictions of phase separation, first click 'Create New' and enter as much information as possible into the fields below 'Create Chemical'. Then, click 'Results' to run the machine learning algorithms to predict phase separation with respect to the other aquoues solutions in our database.
Please consider submitting your data for review, so that we can improve the acuracy of our prediction algorithms.