Data-driven design of fouling-resistant membranes
Developed a cheaper emulator to molecular dynamics simulations for predicting binding free energies of foulants on membrane surfaces. The emulator was hence used in an optimization loop to design fouling-resistant membranes.
More details will be added once the paper is shared on arXiv.