Core aerospace engineering and protocols for Reduced-Order Physics Modeling.
Full-scale finite element models of a modern airliner contain tens of millions of degrees of freedom, requiring supercomputers hours to solve a single second of flight data. Real-time digital twins require instantaneous solutions.
AirplaneTwin employs Proper Orthogonal Decomposition and machine-learning surrogate models: the high-dimensional structural equations are projected onto dominant deformation modes, solving airframe stress fields in under 15 milliseconds directly on edge computers.