What is the best way to emancipate from my parents?

It sounds to me like you need to grow up. Stay in physics and get a good grade. Your mommy and daddy aren't being "arrogant and mean". Emancipation takes at least 8 months without consent. Besides, to be emancipated you need to prove you make enough money to live a stable life away from them.