Clay weekly context brief for the Maths category (ISO week 2026-W31). Clay tracks publications from the Maths feed list. Below are recent items from this category, each with its source and a short description of what the publication covers when one is available in the source feed. Recent publications: 1. Fully Convergent Projection-based Methods with Momentum under Nonconvex Geometric Source: math.OC (Optimization and Control) Link: https://arxiv.org/abs/2607.22510 Nonlinear optimization problems with complicated, nonconvex, yet geometrically structured constraints can be tackled by projected-gradient methods: under weak regularity assumptions, these approaches were recently proved to possess convergence properties to the strongest stationarity conditions. 2. The Dirac equation in (split-)octonions: origins, variants, and modern context Source: math.RA (Rings and Algebras) Link: https://arxiv.org/abs/2607.09703 Octonions and split-octonions have been used to express the Dirac equation in physics in several conceptually distinct ways. 3. Quantum Cellular Automata from Kramers-Wannier Dualities and Modular Relations Source: math.QA (Quantum Algebra) Link: https://arxiv.org/abs/2607.21728 Recent work has constructed higher-dimensional analogs of non-invertible symmetries similar to 1+1d Kramers-Wannier duality. 4. Parameter-related strong convergence rates of Euler-type methods for time-changed stochastic differential equations Source: math.NA (Numerical Analysis) Link: https://arxiv.org/abs/2510.16405 An Euler-type framework with equidistant step sizes is proposed for a class of time-changed stochastic differential equations. We establish the strong convergence rate of the standard Euler--Maruyama method under the global Lipschitz condition. 5. 1-Uryson width and covers Source: math.MG (Metric Geometry) Link: https://arxiv.org/abs/2505.21126 We investigate the following question: Do there exist Riemannian polyhedra $X$ such that the 1-Uryson width of their universal covers $\mathrm{UW}_1(\widetilde{X})$ is bounded but $\mathrm{UW}_1(X)$ is arbitrarily large? 6. An Ontology-Based Approach to Optimizing Geometry Problem Sets for Skill Development Source: math.HO (History and Overview) Link: https://arxiv.org/abs/2509.02758 Euclidean geometry has historically played a central role in cultivating logical reasoning and abstract thinking within mathematics education, but has experienced waning emphasis in recent curricula. 7. Extended Weak Order for the Rank 3 Universal Coxeter Group Source: math.GR (Group Theory) Link: https://arxiv.org/abs/2509.00871 The weak order is a classical poset structure on a Coxeter group; it is a lattice when the group is finite but merely a meet-semilattice when the group is infinite. 8. Paper-folding models for the CAR algebra Source: math.FA (Functional Analysis) Link: https://arxiv.org/abs/2508.04837 We show that the CAR algebra admits a Cantor spectrum C*-diagonal that is not conjugate to the standard AF diagonal. 9. Double Categories of Open Systems: the Cospan Approach Source: math.CT (Category Theory) Link: https://arxiv.org/abs/2509.22584 This is an overview of double categories of "open systems": systems that can interact with their environment. 10. Quantitative analytic stable regularity Source: math.CO (Combinatorics) Link: https://arxiv.org/abs/2607.21762 We prove quantitative stable regularity lemmas for binary real-valued functions, extending the work of Malliaris and Shelah for stable graphs. 11. Extremizer Stability of Higher-order Hardy-Rellich inequalities for Baouendi--Grushin vector fields Source: math.CA (Classical Analysis and ODEs) Link: https://arxiv.org/abs/2504.19864 In this paper, we improve the $L^p$-Rellich and Hardy-Rellich inequalities in the setting of radial Baouendi-Grushin vector fields. 12. Representation stability in the (co)homology of vertical configuration spaces Source: math.AT (Algebraic Topology) Link: https://arxiv.org/abs/2412.01128 In this paper, we study sequences of topological spaces called "vertical configuration spaces" of points in Euclidean space. 13. The Homogeneous Landau Equation with Regularised Thermal Noise Source: math.AP (Analysis of PDEs) Link: https://arxiv.org/abs/2607.22329 We introduce and analyze a fluctuating homogeneous Landau equation with regularised thermal noise. 14. Permutation twisted cohomology, remixed Source: math.AG (Algebraic Geometry) Link: https://arxiv.org/abs/2509.00954 For each endotrivial complex for a $p$-group arising from Bredon homology of a representation sphere, we construct $p$-local quasi-isomorphisms, called forerunners. 15. Dimension and topology in transserial tame pairs Source: math.AC (Commutative Algebra) Link: https://arxiv.org/abs/2508.16415 Every maximal Hardy field has a proper elementary differential subfield that is Dedekind complete in the maximal Hardy field. 16. Langevin for Nonconvex Optimization: Exact, Inexact and Zeroth-Order Source: math.OC (Optimization and Control) Link: https://arxiv.org/abs/2607.22353 We study Langevin-based methods for non-convex optimization under smoothness and dissipativity assumptions. 17. On the Drazin Index of an Anti-Triangular Block Matrix Source: math.RA (Rings and Algebras) Link: https://arxiv.org/abs/2604.08137 The Drazin index is a fundamental invariant in the analysis of singular matrices and their generalized inverses. 18. Non-Invertible Symmetries Mixing with Witt Non-Trivial Quantum Cellular Automata Source: math.QA (Quantum Algebra) Link: https://arxiv.org/abs/2607.21698 Self-dualities and the stacking of symmetry-protected topological (SPT) phases are basic operations on quantum many-body systems. 19. Efficient QR-based Column Subset Selection through Randomized Sparse Embeddings Source: math.NA (Numerical Analysis) Link: https://arxiv.org/abs/2509.03198 In this paper, we introduce an efficient algorithm for column subset selection that combines the column-pivoted QR factorization with sparse subspace embeddings. 20. Point-to-set principles in dynamical systems Source: math.MG (Metric Geometry) Link: https://arxiv.org/abs/2607.21976 In analogy to the point-to-set principle for Hausdorff and packing dimension of Lutz, Lutz, and Mayordomo, we develop a Kolmogorov complexity point-to-set principle framework for upper and lower topological pressure and BS dimension in dynamical systems (and by extension for upper and lower entropy). 21. An antichain condition for infinite groups Source: math.GR (Group Theory) Link: https://arxiv.org/abs/2603.10759 Let $\chi$ be a subgroup-theoretical property. 22. Mixed Poincar\'e and Fefferman--Phong inequalities for measure potentials on $2$-PI spaces Source: math.FA (Functional Analysis) Link: https://arxiv.org/abs/2607.17315 We prove a fixed-outer-domain content--capacity estimate for every positive codimensional gain on an unbounded complete $2$-PI space. 23. Colimits of internal categories Source: math.CT (Category Theory) Link: https://arxiv.org/abs/2501.17769 We show that for an extensive $1$-category $\mathcal{E}$ with pullbacks and pullback stable coequalisers in which the forgetful functor $\mathcal{U}: \mathbf{Cat}(\mathcal{E})_1 \to \mathbf{Gph}(\mathcal{E})$ has left adjoint, the $2$-category $\mathbf{Cat}(\mathcal{E})$ of internal categories, functors and natural transformations has finite $2$-colimits. Sources in this brief: math.AC (Commutative Algebra); math.AG (Algebraic Geometry); math.AP (Analysis of PDEs); math.AT (Algebraic Topology); math.CA (Classical Analysis and ODEs); math.CO (Combinatorics); math.CT (Category Theory); math.FA (Functional Analysis); math.GR (Group Theory); math.HO (History and Overview); math.MG (Metric Geometry); math.NA (Numerical Analysis); math.OC (Optimization and Control); math.QA (Quantum Algebra); math.RA (Rings and Algebras). Selected 23 of 141 available items for this weekly brief.