This result compares MATLAB finite element analysis with an NVIDIA Modulus neural-network simulation for the force analysis of a bracket.

The goal was to evaluate how closely the physics-informed neural-network workflow matched a more traditional FEM solution under the same structural loading setup.

The comparison is useful for checking whether the Modulus model can reproduce the expected stress or displacement behavior with reasonable agreement, while also showing how neural simulation tools can be used alongside conventional engineering analysis methods.