Maya Heat Transfer Technologies Ltd.
Ensuring that all parts of a spacecraft remain within acceptable temperature limits is one of the keys to a successful space mission. This involves comprehensive thermal analysis of each unit and the overall system. However, it is impractical to include detailed models of every unit in a system model, so engineers must often supply a reduced thermal model for system-level analysis. 

This project plans to use machine-learning methods to create reduced models. A computer will be used to analyze various options and select the most appropriate reduced model for the component and environment. A machine-accurate, reduced thermal model will allow for rapid operational decisions to be made with greater confidence. This would be especially beneficial for a rover on the surface of the Moon or Mars, where the environmental threats are continually evolving.