Lorentzian Logic: Solving Unknown Cluster Numbers via Differentiable Graph Entropy

Optimize network analysis with LSEnet, a deep learning model that eliminates the need to predefined cluster numbers. By leveraging the Lorentz model of hyperbolic space and differentiable structural information, it identifies optimal hierarchies through self-organized gradient backpropagation.