Minimum depth of addition and multiplication circuit using XOR and AND gates
You can simulate an OR gate using a constant number of AND and XOR gates:

$$x \lor y = ((x \oplus 1) \land (y \oplus 1)) \oplus 1.$$

Consequently, anything you can do in depth $d$ using AND and OR gates, can be done in depth $\le 3d$ using AND and XOR gates.