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Mathematical Physics
A Structure-aware Invariant Learning Framework for Node-level Graph OOD Generalization
2025
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Mathematical Physics

Branch of applied mathematics

Mathematical physics is the development of mathematical methods for application to problems in physics. The Journal of Mathematical Physics defines the field as "the application of mathematics to problems in physics and the development of mathematical methods suitable for such applications and for the formulation of physical theories". An alternative definition would also include those mathematics that are inspired by physics, known as physical mathematics.

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A Structure-aware Invariant Learning Framework for Node-level Graph OOD Generalization
2025
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