For \(x^2-y^2\): \(f_{xx}=2\) and \(f_{yy}=-2\), so the sum is \(0\). With \(x^2+y^2\) it gives \(4\); with \(x^3+y^3\) it gives \(6x+6y\); with \(e^x+y\) it gives \(e^x\).
The partial derivative of a function \(f(x,y)\) with respect to \(x\) at a point \((a,b)\) is the ordinary derivative of the one-variable function obtained by fixing \(y=b\) and letting only \(x\) vary.