How to calculate d/dx[du/dt] in NN w.r.t inputs (x,t) in Keras/Tensorflow?

Question

Lets say I have the following neural network with two inputs:

(x, t) ---> [neural network] ---> u(x,t)

I need to calculate du(x,t)/dx, du(x,t)/dt, and mo