Physics Informed Neural Networks from scratch in PyTorch

Can someone divert me to full fledged resources implementing PyTorch for Physics Informed Neural Networks with code…Also, how do I create region based collocation points with varying sample density in the regions in PyTorch?

Thanks for the kind help…