4 papers
Faster Thermal Profiling of a Lunar Rover with Machine Learning Adapted Finite Difference Model
Samuel Weber, Zaki Hasnain, Souma Chowdhury
Autonomous space systems operating in extreme thermal environments require accurate and efficient thermal modeling to support both pre-mission system design and onboard autonomy. F…
Physics-Informed Machine Learning Towards A Real-Time Spacecraft Thermal Simulator
Manaswin Oddiraju, Zaki Hasnain, Saptarshi Bandyopadhyay +2
Modeling thermal states for complex space missions, such as the surface exploration of airless bodies, requires high computation, whether used in ground-based analysis for spacecra…
The Prisoner's dilemma as a cancer model
Jeffrey West, Zaki Hasnain, Jeremy Mason +1
Tumor development is an evolutionary process in which a heterogeneous population of cells with differential growth capabilities compete for resources in order to gain a proliferati…
An evolutionary model of tumor cell kinetics and the emergence of molecular heterogeneity driving Gompertzian growth
Jeffrey West, Zaki Hasnain, Paul Macklin +1
A cell-molecular based evolutionary model of tumor development driven by a stochastic Moran birth-death process is developed, where each cell carries molecular information represen…