Suppose I have $U$ in it's natural variables that is $U(S,V)$ and lets say somehow I get the same internal energy in terms $U(V,T)$, then does it make sense to say:
$$U(V,T) = U(S,V). \tag{1}$$
And, also $(\frac{\partial U}{\partial V}_T )dV +( \frac{\partial U}{\partial T}_V )dT = (\frac{\partial U}{\partial S}_V) dS + (\frac{\partial U}{\partial V})_S dV. \tag{2}$
It sounds like mathematical gibberish but it makes physical sense to me for the following reasons: In (1) even though functional dependence is different ultimately for a given state of one substance, two variables imply all the others (eg: take ideal gas, having $P$, $V$ implies $T$) and for (2) if we change from a state $(S,V,T)$ to $(S+dS,V+dV,T+dT)$ then the change in internal energy calculated by the two expression must be equal.
However, this seems mathematically weird to do because we are equating two functions of different dependencies (albeit they are supposed to represent same thing). So, are the above equations correct and what property of the thermodynamic functions allow them to be equated as so (if it is correct)?