A physics lab, or physics laboratory, is a place where physics experiments are conducted. Physics is an experimental science, so experiments are a core part of the subject.
A chemistry lab, also known as a chemistry laboratory or chem lab, is a space where chemists perform practical work.
A biology lab is a space where experiments and studies related to living organisms and biological processes are conducted.