Roivant Sciences Ltd. is buying Silicon Therapeutics LLC for $450 million in Roivant equity plus regulatory and commercial milestone payments. The combination of Silicon’s computational physics platform for in silico design or optimizing small-molecule drugs with Roivant’s newly unveiled protein degradation platform will be powered by Roivant’s machine learning models.