2 papers
q-bio.TO2026
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…
cs.LG2024
Active search for Bifurcations
Yorgos M. Psarellis, Themistoklis P. Sapsis, Ioannis G. Kevrekidis
Bifurcations mark qualitative changes of long-term behavior in dynamical systems and can often signal sudden ("hard") transitions or catastrophic events (divergences). Accurately l…