Reframing_HAT_Optimization

We introduce a “Regularized-Hybrid” objective as the objective function in realizing HATs, which minimizes net acoustic radiation force at the trapping point and applyies smooth regularization to the pressure term, and so improved numerical stability. In randomized trials with identical optimization parameters, this approach achieved 30–40 times faster convergence than conventional pressure-based baselines and significantly reduced optimization failure rates.