Research field

Mathematics & Data

Mathematics, probability, statistics, data science, and modeling.

111 published articles3 subjects

Latest in Math & Data

Pure & Applied MathematicsAnalysis & Differential EquationsPreprint

Preprint extends Bayes’ rule to infinite-dimensional mathematics

A new arXiv preprint develops a categorical version of Bayesian reversal for faithful states on infinite-dimensional von Neumann algebras. The authors show that the Petz recovery map satisfies the proposed retrodiction axioms and matches ordinary Bayesian inversion in commutative cases. They do not prove that it is the only map with those properties.

Scientific publication5 min read

Pure & Applied MathematicsDiscrete Mathematics & CombinatoricsPreprint

Preprint links partial permutations to ‘forgotten’ symmetric functions

A mathematics preprint develops exact identities connecting partial permutations, class functions and forgotten symmetric functions. Its formulas lead to ribbon-tiling and rim-hook descriptions of irreducible-character evaluations, while a cancellation argument narrows one set-mapping calculation to partitions with at most two parts.

Scientific publication5 min read

Pure & Applied MathematicsApplied MathematicsPreprint

Preprint Reports Gains From Randomized Reservoir Ensembles in Chaotic-System Tests

A computational study tested ensembles of randomly constructed reservoir computers in three deterministic chaotic systems. It reported a roughly 25-step Hénon-map ensemble horizon and Lorenz 96 ensemble forecasts that remained successful for at least 2.5 Lyapunov times. Performance-weighted averaging outperformed plain averaging.

Scientific publication3 min read

Pure & Applied MathematicsGeometry & TopologyPreprint

A mathematical threshold links stability to positive-curvature metrics

A theoretical preprint links quantitative K-stability data with the existence of positive scalar curvature Kähler metrics. Under its stated assumptions, a positive threshold corresponds to such a metric, while a threshold above the average scalar curvature corresponds to a unique constant scalar curvature metric. The boundary case requires additional information.

Scientific publication3 min read

Data Science & ModelingScientific ComputingPreprint

Computer model handles changing-stiffness plates, but distorted meshes trip some versions

A five-case computational study tested a high-order virtual element framework for variable-stiffness plates with complex shapes. VC-VEM variants and standard self-stabilized VEM maintained good accuracy when fiber orientation varied, while standard stabilized VEM lost accuracy as approximation order increased and produced incorrect buckling loads or mode shapes in some distorted-mesh cases.

Scientific publication5 min read

Pure & Applied MathematicsGeometry & TopologyPreprint

Preprint Shows How a Curvature Flow Can Select One Shape at Infinity

A theoretical preprint establishes existence and uniqueness for a Dirichlet problem at infinity involving noncompact convex hypersurfaces in Minkowski space. It also reports conditional global existence and local smooth convergence for a normalized inverse curvature flow, while showing that similar conclusions do not generally carry over to certain quotient flows.

Scientific publication5 min read

Pure & Applied MathematicsGeometry & TopologyPreprint

Preprint says strict conditions force a shrinking Ricci soliton into a flat-and-spherical product

An arXiv preprint presents a rigidity theorem for complete shrinking gradient Ricci solitons with constant scalar curvature. If the soliton also satisfies a specified curvature inequality outside a compact region and converges smoothly to R² × Sⁿ⁻², the authors conclude that the entire space is isometric to that product. The proof uses curvature estimates, level-set arguments and geometric-spl คน?

Scientific publication6 min read

Pure & Applied MathematicsAnalysis & Differential EquationsPreprint

Preprint reports stable liquid–vapor interfaces in a mathematical fluid model

An arXiv preprint presents a theorem for an isothermal van der Waals fluid model. Under tightly constrained small initial disturbances, the model has a global weak solution that converges uniformly to a selected liquid–vapor steady state. The result is mathematical, not experimental evidence about real fluids.

Scientific publication5 min read

Pure & Applied MathematicsAnalysis & Differential EquationsPreprint

Preprint reports flexible weak solutions and nonuniqueness for 3D Navier–Stokes

An arXiv preprint presents a convex-integration construction for the three-dimensional incompressible Navier–Stokes equations. The result allows approximate endpoint flexibility and establishes distinct weak solutions for a dense subset of finite-energy initial data, but it does not establish exact endpoint control or nonuniqueness in the Leray–Hopf class.

Scientific publication5 min read

Pure & Applied MathematicsAnalysis & Differential EquationsPreprint

Mathematical preprint finds nonlinear waves scatter except along finitely many moving directions

A mathematical analysis finds that a restricted class of focusing nonlinear Schrödinger solutions approaches free radiation outside finitely many exceptional velocity directions. If residual mass remains, its mass and current measures settle into finitely many point-supported velocity components, while the dynamics inside the exceptional cones remain unresolved.

Scientific publication3 min read