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๐Ÿ” discrimination ๐Ÿ“‚ Mathematics
Showing 221 results for "discrimination" in Mathematics
Mathematics Preprint PDF DOI

A Benchmark of 25 Nonlinear Functions with Domain-Induced Discontinuity for Global Optimization

Peicong Cheng, Makoto Yamashita ยท 2026

A benchmark of 25 nonlinear optimization problems with domain-induced discontinuity is proposed to support the performance evaluation of global optimization algorithms under feasibility-scarce and strโ€ฆ

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Mathematics Preprint PDF DOI

Computational Construction and Engineering Evaluation of Verified Mono-Monostatic Bodies

Vincent Wesley Couey ยท 2026

Many engineering failures in orientation-dependent systems are geometric failure modes: changing the geometry can eliminate what changing the material merely delays. The mono-monostatic property (exacโ€ฆ

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Mathematics Preprint PDF DOI

Quantifying Non-linearity in Topology Optimization with similarity based Visualization

Ziliang Wang, Jiahua Wu, Jun Yang, Shintaro Yamasaki ยท 2026

Topology optimization (TO) can be viewed as seeking an optimal solution in the design space of a given TO problem. For weakly non-linear TO problems, e.g., compliance minimization, sensitivity-based mโ€ฆ

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Mathematics Preprint PDF DOI

More on modal logics and deduction

Zalan Gyenis, Zalan Molnar, Ovge Ozturk ยท 2026

We study the relation between additivity and deduction theorems in the algebraic semantics of congruential modal logic. Additivity of the modal operator is well-known to imply the local deduction-detaโ€ฆ

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Mathematics Preprint PDF DOI

Discrimination of Dynamic Data via Curvature Sets

Nadezhda Belova, Maxwell Goldberg, Facundo Memoli, Sriram Raghunath, Andrew Xie ยท 2026

Techniques from topological data analysis (TDA) have proven effective in studying time-dependent data arising in dynamic systems, such as animal swarming behavior and spatiotemporal patterns in neurosโ€ฆ

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Mathematics Preprint PDF DOI

A Closed-loop Framework to Discriminate Models Using Optimal Control

Laurent Pagnier, Melvyn Tyloo, Akshita Jindal, Pragati Thakur, Kyle C. A. Wedgwood ยท 2026

Predicting the response of an observed system to a known input is a fruitful first step to accurately control the system's dynamics. Despite the recent advances in fully data-driven algorithms, the moโ€ฆ

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Mathematics Preprint PDF DOI

Structural Identifiability and Comparative Calibration of Water Retention Curves for Imbibition in Porous Media

Gabriella Bretti, Maurizio Ceseri, Elia Onofri, Matteo Paoluzzi ยท 2026

This paper investigates the structural identifiability and a comparative calibration of four water retention curves (WRCs) within the framework of the Richards equation coupled with Darcy's law for caโ€ฆ

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Mathematics Preprint PDF DOI

Asymptotic values of solutions to a periodic linear difference equation modeling discrimination training

Natham Aguirre ยท 2026

This work is concerned with the study of $w(mT)$ as $m$ goes to infinity, where $w(t)$ evolves according to $w(t)-w(t-1)=F(t)-A(t)w(t-1)$, and where $T$ is the period of the vector $F(t)$ and the matrโ€ฆ

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Mathematics Preprint PDF DOI

Persistent commutative algebra on graphs and hypergraphs

Faisal Suwayyid, Guo-Wei Wei ยท 2025

We introduce a persistent commutative algebra for studying the algebraic and combinatorial evolution of edge ideals of graphs and hypergraphs under filtration. Building on the Persistent Stanley--Reisโ€ฆ

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Mathematics Preprint PDF DOI

Measures of inaccuracy based on Varextropy

Faranak Goodarzi, Somayeh Ghafouri ยท 2025

Recently, varextropy has been introduced as a new dispersion index and a measure of information. In this article, we derive the generating function of extropy and present its infinite series representโ€ฆ

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Mathematics Preprint PDF DOI

The Convex Matching Distance in Multiparameter Persistence

Francesco Conti, Patrizio Frosini, Ulderico Fugacci, Eloy Mosig Garcia, Nicola Quercioli, Sara Scaramuccia, Francesca Tombari ยท 2025

We introduce the convex matching distance, a novel metric for comparing functions with values in the real plane. This metric measures the maximal bottleneck distance between the persistence diagrams aโ€ฆ

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Mathematics Preprint PDF DOI

Extended Contact Algebras: Algebraic analysis and duality theory

Rafa{l} Gruszczynski, Paula Menchon, William Zuluaga ยท 2025

The ternary extended contact relation was introduced in (Ivanova, 2020) as a more expressive counterpart of the standard binary contact relation. The class of Boolean algebras expanded with the relatiโ€ฆ

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Mathematics Preprint PDF DOI

Unorthodox Algebras and their associated Unorthodox Logics

Hanamantagouda P. Sankappanavar ยท 2025

This paper grew out of our investigation into a simple, but natural, question: Can 'F implies T' be distinct from F and T? To this end, we introduce five 'unorthodox' algebras that will play a major rโ€ฆ

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Mathematics Preprint PDF DOI

3-manifold polynomials

Jose Frias, Jose Carlos Gomez-Larranaga, Jose Luis Leon-Medina, Fabiola Manjarrez-Gutierrez ยท 2025

We propose a way to derive polynomial invariants of closed, orientable $3$-manifolds from Heegaard diagrams via cellularly embedded graphs. Given a Heegaard diagram of an irreducible $3$-manifold $M$,โ€ฆ

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Mathematics Preprint PDF DOI

Critical lack of equilibrium in stochastic kinetic proofreading

E. Franco, J. J. L. Velazquez ยท 2025

In this paper we study the relation between the property of detailed balance and the ability of discriminating between different ligands for a class of stochastic models of kinetic proofreading. We prโ€ฆ

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Mathematics Preprint PDF DOI

Causality Detection via Symplectic Quandles

Amirbek Baxshilloyev ยท 2025

We study whether symplectic quandle colorings can reveal causal structure encoded by "sky links" - i.e. links consisting of spheres of all light rays through two points in the space of all light rays โ€ฆ

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Mathematics Preprint PDF DOI

Unsupervised linear discrimination using skewness

Una Radojicic, Klaus Nordhausen, Joni Virta ยท 2025

It is well-known that, in Gaussian two-group separation, the optimally discriminating projection direction can be estimated without any knowledge on the group labels. In this work, we \revision{gatherโ€ฆ

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Mathematics Preprint PDF DOI

Riemannian Inexact Gradient Descent for Quadratic Discrimination

Uday Talwar, Meredith K. Kupinski, Afrooz Jalilzadeh ยท 2025

We propose an inexact optimization algorithm on Riemannian manifolds, motivated by quadratic discrimination tasks in high-dimensional, low-sample-size (HDLSS) imaging settings. In such applications, gโ€ฆ

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Mathematics Preprint PDF DOI

Structural System Identification via Validation and Adaptation

Cristian Lopez, Keegan J. Moore ยท 2025

Estimating the governing equation parameter values is essential for integrating experimental data with scientific theory to understand, validate, and predict the dynamics of complex systems. In this wโ€ฆ

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Mathematics Preprint PDF DOI

Topological Correlation

Isabella Mastroianni, Ulderico Fugacci ยท 2025

We introduce two novel concepts, topological difference and topological correlation, that offer a new perspective on the discriminative power of multiparameter persistence. The former quantifies the dโ€ฆ

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