2 papers
cs.LG2026
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…
cs.LG2024
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…