If you are looking to focus on maths, then the Bachelor of Advanced Science (Advanced Mathematics) might be the best option. Otherwise, you could just try a Bachelor of Advanced Science, or a regular Bachelor of Science, majoring in mathematics and then taking other subjects like physics and chemistry.
In any case, you'll just be looking to do some form of science degree and taking advanced mathematics units.