A simple intuition is that when we increase the area of cross section, more number of electrons can pass through the area as compared to initial wire. More electrons results in more charge crossing the cross section, thus more current.
Now let's look at it with some Math:
Resistance of a wire is given by :
$$R = \rho \frac{l}{A}$$
$R$ = resistance of the wire
$\rho$ = resistivity of the wire (depends upon material of the wire)
$l$ = length of the wire
$A$ = Area of cross section
If we take wire of same length and of same material i.e. same resistivity then:
$$R\propto \frac{1}{A}$$
Thus if you increase the area of cross section then resistance of the wire (keeping length and resistivity same) will decrease.
Also from Ohm's Law ( $V=iR$ ) we can say that current will increase if potential difference across the wire is same in both the cases.