NeuralPDE.jl: "Transfer Learning with Neural Adapter" is out of date

I am trying to run the tutorial: https://docs.sciml.ai/NeuralPDE/stable/tutorials/neural_adapter/, but it seems out of date as stated in the warning message. Is there any up-to-date tutorial for using

NeuralPDE.neural_adapter?

Thanks in advance