Step 1 :Observe the given equations: \(a^{2} \# a^{5}=a^{12}\), \(a^{6} \# a^{4}=a^{26}\), and \(a^{5} \# a^{7}=a^{37}\).
Step 2 :Notice that the exponent on the right side of the equation is the product of the exponents on the left side plus 2.
Step 3 :For example, in the first equation, \(a^{2} \# a^{5}=a^{12}\), the exponent on the right side (12) is the product of the exponents on the left side (2 and 5) plus 2.
Step 4 :This pattern seems to hold for the other equations as well.
Step 5 :Therefore, the equation that describes the pattern is \(a^{x} \# a^{y}=a^{x \cdot y+2}\).
Step 6 :Final Answer: The correct equation that describes the pattern is \(\boxed{a^{x} \# a^{y}=a^{x \cdot y+2}}\).