Aerospace Science and Technology

Accurate estimation of aircraft takeoff weight (TOW) is essential for air traffic management, emissions modeling, and trajectory optimization, yet this information is rarely available in operational surveillance data. Existing statistical approaches achieve high accuracy but depend on extensive proprietary feature sets and large, region-specific training datasets, which limits their generalizabil…