CONVOLVED NUMBERS OF K-SECTION OF THE FIBONACCI SEQUENCE: PROPERTIES, CONSEQUENCES Convolved Numbers of kk-sections of the Fibonacci Sequence

This paper introduces and analyzes convolved numbers of kk-sections of the Fibonacci sequence, deriving an explicit Binet-type formula for these generalized sequences and establishing their connections to Chebyshev polynomials and Lucas numbers while noting their absence from the OEIS encyclopedia.

Vitaly M. Khamitov, Dmitriy Dmitrishin, Alexander Stokolos, Daniel Gray2026-03-10🔢 math

Coherence-Aware Over-the-Air Distributed Learning under Heterogeneous Link Impairments

This paper proposes a coherence-aware federated learning framework that mitigates heterogeneous link impairments by employing product superposition for efficient downlink delivery and partial model reception with local filling for robust uplink aggregation, thereby achieving improved communication efficiency and learning accuracy under varying channel conditions.

Mehdi Karbalayghareh, David J. Love, Christopher G. Brinton2026-03-10🔢 math

Theorem of the heart for Weibel's homotopy KK-theory

This paper establishes the theorem of the heart for Weibel's homotopy KK-theory (KHKH), proving that the realization functor induces an equivalence KH(C)KH(C)KH(\mathcal{C}^{\heartsuit}) \simeq KH(\mathcal{C}) for small stable \infty-categories with bounded tt-structures, a result derived from a strengthened version of Barwick's theorem that provides precise isomorphism ranges for classical KK-theory and demonstrates the sharpness of these bounds.

Alexander I. Efimov2026-03-10🔢 math