
This simplified Gibbs-Donnan calculator estimates buffer composition, ionic redistribution, and pH shifts that may occur during concentration of charged protein formulations. The implementation is based on the work of Kannan et al. 2023 and is intended as a practical estimation tool for UF/DF workflows.