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相关论文: Exploring Steinitz-Rademacher polyhedra: A challen…

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Taking inspiration from [1, 21, 24], we develop a general framework to deal with the model theory of open incidence structures. In this first paper we focus on the study of systems of points and lines (rank $2$). This has a number of…

逻辑 · 数学 2024-12-03 Gianluca Paolini , Davide Emilio Quadrellaro

This work explores the potential of spatial model checking of polyhedral models on a number of selected examples. In computer graphics polyhedral models can be found in the form of triangular surface meshes of tetrahedral volume meshes…

计算机科学中的逻辑 · 计算机科学 2025-06-26 Yuri Andriaccio , Vincenzo Ciancia , Diego Latella , Mieke Massink

In a series of papers \cite{LSJR16, PP17, LPP}, it was established that some of the most commonly used first order methods almost surely (under random initializations) and with step-size being small enough, avoid strict saddle points, as…

最优化与控制 · 数学 2025-09-30 Ioannis Panageas , Georgios Piliouras , Xiao Wang

First-order automatic differentiation is a ubiquitous tool across statistics, machine learning, and computer science. Higher-order implementations of automatic differentiation, however, have yet to realize the same utility. In this paper I…

统计计算 · 统计学 2019-01-01 Michael Betancourt

The material presented in this paper contributes to establishing a basis deemed essential for substantial progress in Automated Deduction. It identifies and studies global features in selected problems and their proofs which offer the…

人工智能 · 计算机科学 2021-07-14 Christoph Wernhard , Wolfgang Bibel

We initiate the study of random iteration of automorphisms of real and complex projective surfaces, or more generally compact K{\"a}hler surfaces, focusing on the fundamental problem of classification of stationary measures. We show that,…

代数几何 · 数学 2022-11-08 Serge Cantat , Romain Dujardin

Trying to be effective (no matter who exactly and in what field) a person face the problem which inevitably destroys all our attempts to easily get to a desired goal. The problem is the existence of some insuperable barriers for our mind,…

人工智能 · 计算机科学 2016-11-17 Kirill A. Sorudeykin

"Systems that Explain Themselves" appears a provocative wording, in particular in the context of mathematics education -- it is as provocative as the idea of building educational software upon technology from computer theorem proving. In…

软件工程 · 计算机科学 2018-03-06 Alan Krempler , Walther Neuper

Machine-assisted theorem proving refers to the process of conducting structured reasoning to automatically generate proofs for mathematical theorems. Recently, there has been a surge of interest in using machine learning models in…

计算机科学中的逻辑 · 计算机科学 2025-02-03 Leni Aniva , Chuyue Sun , Brando Miranda , Clark Barrett , Sanmi Koyejo

We prove a convergence result for a large class of random models that encompasses the case of the BPHZ models used in the study of singular stochastic PDEs. We introduce for that purpose a useful variation on the notion of regularity…

概率论 · 数学 2025-06-12 I. Bailleul , M. Hoshino

In a case study we investigate whether off the shelf higher-order theorem provers and model generators can be employed to automate reasoning in and about quantified multimodal logics. In our experiments we exploit the new TPTP…

人工智能 · 计算机科学 2009-05-28 Christoph Benzmueller

One way of studying a relational structure is to investigate functions which are related to that structure and which leave certain aspects of the structure invariant. Examples are the automorphism group, the self-embedding monoid, the…

逻辑 · 数学 2011-05-31 Manuel Bodirsky , Michael Pinsker

Ladder polymers, known for their rigid, ladder-like structures, exhibit exceptional thermal stability and mechanical strength, positioning them as candidates for advanced applications. However, accurately determining their structure from…

软凝聚态物质 · 物理学 2025-05-23 Lijie Ding , Chi-Huan Tung , Zhiqiang Cao , Zekun Ye , Xiaodan Gu , Yan Xia , Wei-Ren Chen , Changwoo Do

While statistical learning methods have proved powerful tools for predictive modeling, the black-box nature of the models they produce can severely limit their interpretability and the ability to conduct formal inference. However, the…

机器学习 · 统计学 2016-08-30 Lucas Mentch , Giles Hooker

Decision theories offer principled methods for making choices under various types of uncertainty. Algorithms that implement these theories have been successfully applied to a wide range of real-world problems, including materials and drug…

机器学习 · 计算机科学 2026-05-26 Agustinus Kristiadi

By fundamental results of Sch\"utzenberger, McNaughton and Papert from the 1970s, the classes of first-order definable and aperiodic languages coincide. Here, we extend this equivalence to a quantitative setting. For this, weighted automata…

形式语言与自动机理论 · 计算机科学 2019-10-01 Manfred Droste , Paul Gastin

We prove almost tight bounds on incidences between points and $k$-dimensional varieties of bounded degree in $\R^d$. Our main tools are the Polynomial Ham Sandwich Theorem and induction on both the dimension and the number of points.

组合数学 · 数学 2017-03-17 Jozsef Solymosi , Terence Tao

Interactive theorem provers have been used extensively to reason about various software/hardware systems and mathematical theorems. The key challenge when using an interactive prover is finding a suitable sequence of proof steps that will…

计算机科学中的逻辑 · 计算机科学 2014-05-15 Thomas Gransden , Neil Walkinshaw , Rajeev Raman

An effective way to design structured coherent wave interference patterns that builds on the theory of coherent lattices, is presented. The technique combines prime number factorization in the complex plane with moir\'e theory to provide a…

斑图形成与孤子 · 物理学 2020-11-19 Dmitry Kouznetsov , Qingzhong Deng , Pol Van Dorpe , Niels Verellen

Several methods for generating random Steiner triple systems (STSs) have been proposed in the literature, such as Stinson's hill-climbing algorithm and Cameron's algorithm, but these are not yet completely understood. Those algorithms, as…

组合数学 · 数学 2023-05-09 Daniel Heinlein , Patric R. J. Östergård