A Systematic Benchmark of Physics-Informed Neural Network Architectures for the Stiff Poisson-Nernst-Planck System: Adaptive LossWeighting and Multi-Scale Resolution https://arxiv.org/abs/2606.04125 #physicscompph #physicsappph #mathph #mathMP