Scientists have discovered several genes that play an integral part in determining whether or not a person will have straight or curly hair. Genetics can determine everything from eye color to nose shape, so it's no wonder that having a curly beard is indeed genetic. These genes can help determine the coarseness, thickness, and color of your beard as well.