Machine learning-assisted prediction of swelling behavior in sodium alginate/triethylene glycol/acrylic acid pH-responsive biodegradable hydrogels.
pH-responsive hydrogels have attracted considerable attention for biomedical applications because of their ability to undergo controlled swelling under varying environmental conditions. However, accurately predicting swelling behavior remains challenging due to the complex nonlinear interactions between pH and swelling...