An Analysis of Chosen Aspects of Regional Potentials of Housing Economy with Particular Focus on Social and Economic Dimension by Łukasz Mach

“…In the calculative part, the author used multidimensional comparative analysis allowing for parametrization and analysis of the examined areas. Application of multidimensional comparative analysis showed potential of housing economy development in the chosen areas related to housing resources. …”
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Non-perturbative corrections to 3d BPS indices and topological strings by Hans Jockers

“…Abstract For a 3d gauged linear sigma model parametrized by a Kähler manifold X, the 3d BPS index defines a q-series that can be analytically continued in the Kähler modulus by standard methods. …”
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Experimental Research and Numerical Analysis on Fire Resistance of Prefabricated Concrete Composite Beams by LIU Yanchun, SUN Shuqi, LIU Caiwei, WANG Pengfei, LU Xiuliang, MAO Jiayuan, MIAO Jijun

“…This study holds substantial significance for enhancing the fire resistance and safety of stacked beams and provides a valuable reference for academic research and engineering applications in related fields.…”
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Analytical coordinate time at the second post-Newtonian order by Vittorio De Falco, Marco Gallo

“…We derive the analytical expression of the coordinate time t in terms of the eccentric anomaly u at the second post-Newtonian order in General Relativity for a compact binary system moving on eccentric orbits. The parametrization of t with u permits to reduce at the minimum the presence of discontinuous trigonometric functions. …”
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Continuous Head-related Transfer Function Representation Based on Hyperspherical Harmonics by Adam Szwajcowski

“…The developed HSH-based continuous functional model can serve multiple purposes, such as interpolation, compression or parametrization for machine-learning applications.…”
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Assessment of utility of the corona audible signal in the diagnostic process of the technical condition of UHV transmission lines by T. Wszołek

“…The paper deals with application of neural network techniques to recognition of typical damages of the transmission circuit elements in UHV power lines. …”
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Neural quantum state study of fracton models by Marc Machaczek, Lode Pollet, Ke Liu

“…Exact and efficient parametrizations are derived for three prototypical fracton codes — the checkerboard and X-cube model, as well as Haah's code — both in terms of a restricted Boltzmann machine (RBM) and a correlation-enhanced RBM. …”
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Rules of the automated synthesis final markovs-koy a chain describing finishing of the multipack-age message in connection "point-point" by Vladimir Anatolievich Tsimbal, Oleg Igorevich Sorokin, Maxim Arturovich Lyagin, Andrey Aleksandrovich Berezhnoy, Nikita Viktorovich Kruchkov, Vitaliy Vladimirovich Hoptar

“…In article application of objective-time counts for correct display of process of finishing of a shot is considered at various quantity of repetitions and various quantity of packages (shots) in the multipackage message in logic connections "point-point" the information exchange in which is carried out under the report of channel level of type X.25. …”
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Calculation Features of the Combined Schemes of Cooling of Refrigeration Units Condensers by Fot A. N.

“…The received specification of refrigeration unit calculation is used in program modules of refrigeration unit calculation with the combined cooling of condensers and allowed to carry out the qualitative parametrical analysis of its work.…”
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Systematic coarse-graining of sequence-dependent structure and elasticity of double-stranded DNA by Enrico Skoruppa, Helmut Schiessel

“…Rather than providing a fully parametrized model, we present the methodology and software necessary for mapping any base pair-step model to the desired level of coarse-graining. …”
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Classification of Textual E-Mail Spam Using Data Mining Techniques by Rasim M. Alguliev, Ramiz M. Aliguliyev, Saadat A. Nazirova

“…The objective function is a maximization of similarity between messages in clusters, which is defined by k-nearest neighbor algorithm. Application of genetic algorithm for solving constrained problems faces the problem of constant support of chromosomes which reduces convergence process. …”
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Effects of Size, Section Pattern, and Material on the Tensile Performance of Filled Thin-Walled Tubes by Yue Gao, Fei Shao, Qian Xu, Linyue Bai, Lei Gao, Qingna Ma, Mei Shen, Xintong Yan

“…The tensile performance of ductile tubes can be enhanced by the application of fillers. Research studies on the mechanical performance of filled tensile tubes have mainly focused on experiments and numerical simulations on concrete-filled steel tube (CFST) components, while the effects of factors such as size, section pattern, and material of filled tensile tubes on their performance have rarely been studied. …”
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Belyi Maps from Zeroes of Hypergeometric Polynomials by Raimundas Vidunas

“…This article investigates the algebraic surfaces defined by the hypergeometric equation <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mmultiscripts><mi mathvariant="normal">F</mi><mn>1</mn><none></none><mprescripts></mprescripts><mn>2</mn><none></none></mmultiscripts><mrow><mo>(</mo><mo>−</mo><mi>N</mi><mo>,</mo><mi>b</mi><mo>;</mo><mi>c</mi><mo>;</mo><mi>z</mi><mo>)</mo></mrow><mo>=</mo><mn>0</mn></mrow></semantics></math></inline-formula> with <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>N</mi><mo>=</mo><mn>3</mn></mrow></semantics></math></inline-formula> or <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>N</mi><mo>=</mo><mn>4</mn></mrow></semantics></math></inline-formula>. As a captivating application, these surfaces parametrize certain families of genus 0 Belyi maps. …”
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How Does Neural Network Reparametrization Improve Geophysical Inversion? by Yuping Wu, Jianwei Ma

“…Different from traditional regularization, a new regularization design approach named neural network (NN) reparametrization (Deep Image Prior) was presented recently. The existing NN parametrization‐based FWI was implemented using an over‐parametrization framework. …”
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THE NEOTECTONIC STRUCTURE OF INTERMOUNTAIN BASINS OF MOUNTAINOUS ALTAI ACCORDING TO ELECTROMAGNETIC AND GEOLOGICAL DATA by N. N. Nevedrova, A. M. Sanchaa, E. V. Deev, S. M. Babushkin

“…Geoelectrical models of the basins were constructed using the data obtained from field studies with application of a complex of electromagnetic methods, including transient electromagnetic, vertical electric soundings and electric tomography. …”
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ASCERTAINMENT OF THE EQUIVALENT CIRCUIT PARAMETERS OF THE ASYNCHRONOUS MACHINE by V. S. Safaryan, S. G. Gevorgyan

“…The noted studies on the asynchronous machine equivalent-circuits parametrization fail to solve the problems ad finem or solve them with admissions. …”
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Apllication of optimization algorithms to improve the design of turnouts by B. E. Glyuzberg

“…The examples of practical application of the offered techniques which have allowed gaining significant economic effect are given. …”
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Experimental and Theoretical Analysis for Isolation Performance of New Combined Isolation Devices under Blast Loading by Yang Liu, Zhen Liao, Yulong Xue, Zhizhong Li, Luzhong Shao, Degao Tang

“…Combined with the test results, the isolation performance of three kinds of combined isolation devices under blast loading is obtained by using the theoretical calculation formula, and the influencing factors of isolation performance are further analyzed parametrically. The research results provide a reference for the application of combined isolation devices in isolation and shock absorption of structures under blast loading.…”
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Discretization-independent surrogate modeling of physical fields around variable geometries using coordinate-based networks by James Duvall, Karthik Duraisamy

“…Numerical solutions of partial differential equations require expensive simulations, limiting their application in design optimization, model-based control, and large-scale inverse problems. …”
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Decoding disease–specific ageing mechanisms through pathway-level epigenetic clock: insights from multi-cohort validationResearch in context by Pan Li, Jijun Zhu, Shenghan Wang, Haowen Zhuang, Shunjie Zhang, Zhongting Huang, Fuqiang Cai, Zhijian Song, Yuxin Liu, Weixin Liu, Sebastian Freidel, Sijia Wang, Emanuel Schwarz, Junfang Chen

“…By integrating pathway-level methylation signals, it uncovers mechanistic links between ageing and disease, with potential applications in biomarker development and precision ageing medicine. …”
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