Fig. 4. Residual points for the initial geometry and updated geometry in case 0.

Different residual terms (PDEs, BCs, and data) require different residual points. We propose the geometry-parameterized residual points, so that the locations of the residual points automatically change as the geometric parameters θ_geo are updated.