Invention Description Silica scaling is a major challenge in membrane distillation systems, where the buildup of silica deposits can reduce efficiency and damage membranes over time. Existing antiscalants are often evaluated using static testing methods that do not fully capture how molecular structure influences performance under real operating conditions....