Physics-Integrated Operator Learning via Gaussian Splatting Representations

Jihao Zhang, Junyi Guo, Jian-Xun Wang

Neural operators provide efficient surrogates for spatiotemporal PDE systems, but purely data-driven formulations often accumulate substantial errors during long-horizon autoregres…