Lu Zhu

Learning dynamically consistent flow reconstructions from limited observations

Trajectory-Consistent Network Training (TraCTra), a label-free framework that trains reconstruction networks using only partial observation sequences and a differentiable forward model, establishes trajectory consistency as a general supervision principle for reconstructing hidden dynamical states without full state tr...