generalopinionneutralKernel methods offer better analytical tractability than physics-informed neural networks (PINNs) for developing learning theory, despite PINNs dominating empirical applicationsMachine Learning (Statistics)01 Aug 2026http://arxiv.org/abs/2607.27062v1