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What do freshmen study advanced mathematics and advanced physics?
Mathematics in the Department of Mathematics: freshman mathematical analysis (mainly calculus), advanced algebra (mainly linear algebra), probability theory and mathematical statistics.

Sophomore Students' Complex Variable Function and Calculation Method

Physics, physics, mechanics and heat will study electricity, light and even quantum physics in the future.

If you only study general engineering, you will only learn advanced mathematics (mainly calculus, but much simpler than mathematical analysis), linear algebra, probability theory and mathematical statistics.

Physics will only be studied in "college physics", but it is also much simpler than physics department.

Ps I have never heard of the word "advanced physics"