I want to visit a school in Zhuhai and return within the same day (less than 24h)

I wanted to visit Beijing Normal University Hong Kong Baptist University United International College (UIC) in Zhuhai coming from HK (boat to Macao) as a Philippine Passport holder. I'm currently a student. Would I be eligible for a visa on arrival or any special visa? Or must I have a normal tourist visa?