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Introduction to Partial Differential Equations (PDEs) must be read if you're not familiar with the topic. PDEs  are prevalent in computer graphics. The book takes time to explain notations and jargons which is really helpful.

Fundamentals of linear algebra and optimization is another unavoidable topic of my field.