From Orbit to Infrastructure: Transfer Learning Across Scales
摘要
Behind every successful rocket launch lies an invisible army of ground support infrastructure—vast networks of fuel lines, electrical conduits, and structural supports that must perform flawlessly under conditions that would destroy ordinary buildings. Like the foundation of a skyscraper, these systems remain largely unseen until something goes wrong. When water begins to seep through concrete barriers or metal begins to corrode in hidden corners, the consequences can cascade from minor maintenance issues to mission-ending catastrophes that threaten both human lives and billion-dollar spacecraft.