Can an Australian citizen get a Chinese passport?

I have heard that if your parent or grandparent was born in China, you can apply for a Chinese passport. My grandfather is Chinese and was born in China. I was born and have always lived in Australia, am I eligible to get a Chinese passport?

Cheers
Hannah