A Bayesian-optimization framework coupling a multiphase PDE tumor model to efficiently design combination therapy schedules

Ioannis Lampropoulos, Yorgos Psarellis, Michail Kavousanakis

Designing combination cancer therapies requires choosing not only which agents to combine but also their relative doses and timing decisions that critically shape the trade-off bet…