A surrogate workflow for virtual population development: designing an amenable proxy for a hypothesis-test inspired nonlinear goodness-of-fit
Lu Cheng Huang, Yinbo Chen, Satyendra Suryawanshi, Amirhossein Molavi Tabrizi, Eric Sison, Brian James Schmidt
The paper introduces a surrogate workflow for faster virtual population development by using a convex quadratic objective function as a proxy for nonlinear goodness-of-fit, improving efficiency in calibration.
The AAPS Journal · Oct 13, 2025Peer-reviewedSystems Biology