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Direct Solvers
Direct solvers compute the solution by factorizing the global stiffness matrix. They are generally robust for many linear static problems and can handle difficult conditioning better than basic iterative methods.
Direct solvers are often memory intensive, especially for large three-dimensional models. Their computational cost increases rapidly with the number of degrees of freedom.