PINN framework with bilinear model
Year: 2026
Type: article
Abstract: Python/JAX code accompanying the article on a four-compartment bilinear tumor–immune–drug model with tumor-induced immunosuppression. It reproduces the equilibrium and reproduction-number analysis, the transcritical bifurcation quantities, the parameter searches, and the forward and inverse physics-informed neural network (PINN) trainings, with all figures. No patient data are used.
Author: Welu, Tewele
Institution: Mekelle University
Language: English
Subfield: Modeling and Simulation
Field: Mathematics
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7223572092