TENG++: Boundary-Enhanced PINNs

Extended the Time-Evolving Natural Gradient (TENG) framework with Dirichlet boundary constraints in PINNs; implemented a Jacobian-based natural-gradient least-squares stepper and integrated it with Euler/Heun time-stepping. Validated on heat-equation benchmarks with analytical solutions.