A new study published in Engineering has combined machine learning (ML) and experimental validation to identify dihydromyricetin (DHM), a natural flavonoid, as a potent inhibitor of the TGF-β/ALK5 signaling cascade with therapeutic potential for idiopathic pulmonary fibrosis (IPF).