Structured market dynamics for options research, connecting geometric forecasts to portfolio outcomes under costs, risk and causal evaluation.
A production-oriented option-surface system with a coherent price representation, analytic sensitivities and reproducible numerical validation.
JEPAs usually target an isotropic latent cloud; HamJEPA instead predicts between views with a symplectic map on phase space.