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Artificial intelligence (AI)-based predictive modelling can enhance inhaled drug design by integrating formulation details, aerosol behaviour and biological factors, leading to quicker and cheaper development of therapies that penetrate mucus and target the lungs 114,253,254,255,256,257,258