Complements of discriminants of real parabolic function singularities. II

This paper classifies all local connected components of non-discriminant sets near parabolic function singularities, thereby proving and refining previous conjectures, enumerating local Petrovskii lacunas for hyperbolic PDE wavefronts, and demonstrating that certain parabolic singularities possess nontrivial one-dimensional homology groups in their discriminant complements, all achieved through a novel method combining Picard–Lefschetz theory with computer-assisted Morse surgery analysis.

V. A. Vassiliev2026-03-10🔢 math

Thermodynamics a la Souriau on Kähler Non Compact Symmetric Spaces for Cartan Neural Networks

This paper clarifies the abstract geometrical formulation of thermodynamics on non-compact symmetric spaces used in Cartan Neural Networks by proving that only Kähler spaces support Gibbs distributions, explicitly characterizing their generalized temperature spaces via adjoint orbits, and demonstrating the equivalence between various information and thermodynamical geometries while establishing the covariance of these distributions under the full symmetry group.

Pietro G. Fré, Alexander S. Sorin, Mario Trigiante2026-03-10🔢 math

Enhancing PLS of Indoor IRS-VLC Systems for Colluding and Non-Colluding Eavesdroppers

This paper proposes a deep reinforcement learning-based approach using proximal policy optimisation to enhance physical layer security in indoor visible light communication systems by leveraging realistic IRS-induced time delays to constructively boost signals for legitimate users while intentionally creating intersymbol interference for both colluding and non-colluding eavesdroppers.

Rashid Iqbal, Ahmed Zoha, Salama Ikki, Muhammad Ali Imran, Hanaa Abumarshoud2026-03-10🔢 math

The fifth algebraic transfer in generic degrees and validation of a localized Kameko's conjecture

This paper resolves the Peterson hit problem for five variables in generic degrees to prove that the fifth Singer algebraic transfer is an isomorphism in an infinite family of degrees, validates a localized version of Kameko's conjecture, and distinguishes the homotopy types of specific complex projective space quotients via their Steenrod module structures.

Dang Vo Phuc2026-03-10✓ Author reviewed 🔢 math

Lipschitz Stability for an Inverse Problem of Biharmonic Wave Equations with Damping

This paper establishes Lipschitz stability for the simultaneous recovery of a variable density coefficient and initial displacement in a damped biharmonic wave equation by proving the forward problem's well-posedness via contraction semigroups and deriving explicit stability estimates that highlight the enhanced stability provided by the biharmonic structure and its dependence on the damping coefficient.

Minghui Bi, Yixian Gao2026-03-10🔢 math

Pretrain Finite Element Method: A Pretraining and Warm-start Framework for PDEs via Physics-Informed Neural Operators

This paper introduces the Pretrained Finite Element Method (PFEM), a framework that combines a physics-informed neural operator pretraining stage with a conventional FEM warm-start stage to achieve highly efficient and accurate solutions for partial differential equations across complex geometries and material properties.

Yizheng Wang, Zhongkai Hao, Mohammad Sadegh Eshaghi, Cosmin Anitescu, Xiaoying Zhuang, Timon Rabczuk, Yinghua Liu2026-03-10🔢 math