IEEE Transactions on Magnetics · 1992 · 48 citations · 1 references
ComputingComputational EngineeringComputer ScienceComputational MechanicsFinite Element AnalysisFinite Element MethodsAdaptive Mesh RefinementComputational Solid MechanicsFinite Element FormulationMesh GenerationMesh ModelingNeural NetworksDensityFinite Element Analysis Of Magnetic ComponentsFinite Element Device SimulationFinite Element Mesh GenerationFinite Element ModelingFinite-element Mesh AdaptationMesh Refinement TechniquesNeural Network Modeling
A system is presented which uses a neural network to predetermine the mesh density for modeling a magnetic device with finite elements. The system 'learns' how to mesh from examples of ideal meshes. Once trained, the system computes the mesh density given the geometric and material descriptions of a device. A mesh based on this density information can be used as the initial mesh for an adaptive solver.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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