Can you open an issue? We need to turn the better fitting/modeling methods of Push nnode further · Issue #46 · SciML/NeuralPDE.jl · GitHub into tutorials / standard usage of NNODE (for example, it should try fitting on a small interval and grow the interval, etc.). If you open an issue we can use your example as a test case in the next GSoC.