🔢 mathematics

A q-Legendre Operational Matrix Framework for the Schwarzian KdV Equation under Möbius Periodic Boundary Conditions: Spectral Accuracy and a Boundary-Induced Finite-Time Blow-up Diagnosis

This study introduces a q-Legendre spectral framework for solving the Schwarzian KdV equation under Möbius periodic boundary conditions, demonstrating spectral accuracy while diagnosing a genuine, boundary-induced finite-time blow-up mechanism distinct from numerical aliasing errors, with stability characteristics varying non-monotonically across parameter sets representing different atomic lattice structures.

Cenk KESAN2026-08-07
🔢 mathematics

Machine Learning the Phase Structure and Algebraic Invariants of Clifford- and Grassmann-Valued Cellular Automata

This paper demonstrates that machine learning techniques, including unsupervised clustering, supervised classification, and symbolic regression, can effectively uncover the phase structures, algebraic invariants, and transferable dynamical fingerprints of Clifford- and Grassmann-valued cellular automata, revealing how metric signatures and normalization protocols influence the emergence of order, chaos, and algebraic diversity.

fuat kaan mirza2026-07-31