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Elaborate on the theoretical foundations of finite element analysis for structural and thermal simulations. Discuss the mathematical basis of the finite element method, including the formulation of stiffness matrices, numerical integration techniques, and solution algorithms for solving linear and nonlinear analysis problems.

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