Yes, physical science and physics count as the same credit.
Physical science is known to be the act or the study of what we call the inorganic world.
Note that That is, it is not the study living things but it is said to be a branch of the four key aspect or branches of physical science which contains astronomy, physics, chemistry, and the Earth sciences.
Physics is said to be one of the basic science and, in a lot of cases, it is needed in order to know concepts in other sciences.
Hence, my response is Yes, physical science and physics count as the same credit.
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