Light in, sound keys out: photoacoustic PUFs from stochastic nanocomposites by Taehyun Park, Junhyung Kim, Raksan Ko, Byullee Park, Hocheon Yoo

“…Evaluations across ten devices yielded a bit uniformity of 49.54%, inter-device Hamming distance of 49.69%, entropy of 0.983, and bit aliasing of 49.38%—all approaching ideal values for secure key generation. Machine learning attacks using logistic regression and support vector machines failed to infer underlying patterns, with prediction accuracies of 53.53% and 52.54%. …”
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Analysis of national health accounts in Iran (2002–2020) by Abdoreza Mousavi, Mahdi Mokhtari-Payam, Aliakbar Fazaeli, Mohammad Bakhtiari Aliabad

“…Furthermore, 30% of expenditures were financed by the public sector, while the private sector covered the remaining 70%. …”
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Finite particle size effects on dynamic and structural properties of deep eutectic solvents based on caprylic acid: From a perspective of molecular dynamics simulation by Samaneh Barani Pour, Mitra Dabbagh Hosseini pour, Jaber Jahanbin Sardroodi

“…Velocity autocorrelation functions (VACFs), vector reorientation dynamics (VRD) of DES species, and other results provide valuable insights into the limitations and potential pitfalls of using finite-size systems for the prediction of the properties of DESs. …”
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Properties of single layer potentials for a pseudo- differential equation related to a linear transformation of a rotationally invariant stable stochastic process by Kh. V. Mamalyha, M. M. Osypchuk

“…A rotationally invariant $\alpha$-stable stochastic process in $\mathbb{R}^d$ is a L\'{e}vy process with the characte\-ristic function of its value in the moment of time $t>0$ defined by the expression $\exp\{-tc|\xi|^\alpha\}$, $\xi\in\mathbb{R}^d$, where $\alpha\in(0,2]$, $c>0$ are some constants. …”
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Pengembangan UI/UX Sistem Pengelolaan Inventori Menggunakan Metode Design Thinking by Stephanus Widjaja, Adityo Putro Wicaksono, Yohana Tri Widayati, Mohamad Fajarianditya Nugroho, Dhegih Sandeas

“…System development requires an interface design that suits the user, this is so that the system can be used fully without reducing or ignoring its main functions. Dwi Jaya Store which operates in the wholesale and retail product sales sector faces challenges such as managing suppliers which may be more than one supplier, managing product orders to suppliers based on inventory levels, managing product returns to suppliers if there are defects or damage, managing the traffic of goods from main warehouse to shops and report management. …”
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Strategies for Maintaining Balance in Patients with Parkinson’s Disease by A. E. Slotina, Ekaterina S. Ikonnikova, Georgii A. Kotsoev, Alena S. Egunova, Uliana V. Panina, Ekaterina Yu. Fedotova, Elena V. Gnedovskaya, Natalia A. Suponeva

“…Notably, the diagnostic value of classical stabilometric parameters decreases during the “off” period, while vector parameters characterizing balance maintenance strategies gain importance. …”
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Application of Fault Diagnosis of Seawater Hydraulic Pump Based on Transfer Learning by Yang Miao, Yuncheng Jiang, Jinfeng Huang, Xiaojun Zhang, Lei Han

“…Then, the obtained singular value is used as a feature parameter to construct a feature vector. …”
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Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study by Heonyi Lee, Yi-Jun Kim, Jin-Hong Kim, Soo-Kyung Kim, Tae-Dong Jeong

“…We evaluated the performance of 4 ML models: gradient boosting machine, random forest (RF), support vector machine (SVM), and eXtreme gradient boosting (XGB). …”
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COMPARISON OF CRUSTAL DEFORMATION RATES ESTIMATED FROM SEISMIC AND GPS DATA ON THE BISHKEK GEODYNAMIC POLYGON by N. A. Sycheva, A. N. Mansurov

“…Using the crustal movement velocities for 90 sites in the study area, the deformation processes in the crust were modeled based on the linear part of the Taylorexpansion of the point's-velocity-versus-its-radius-vector function. Then the velocity gradient tensors were estimated for the grid nodes with a spacing of 8.3 km. …”
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THE MODEL OF DECISION SUPPORT IN CENTRALIZED HEATING MANAGEMENT ON THE CONSUMER SIDE by Yuliia Parfenenko

“…The result of the model operation is making the recommendation as for controlling the current mode of heat supply, which can take the values "below the required", "acceptable", "optimal", "exceeds the optimum" up to the required one among the probable values of "acceptable", "optimal" uner the temperature conditions of the environment "very cold", "cold", "moderate" or "warm". …”
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Linguistic Intuitionistic Fuzzy VIKOR Method with the Application of Artificial Neural Network by John Robinson Peter Dawson, Leonishiya Arockia Selvaraj

“…Arithmetic operations, specifically subtraction and division, are applied to LIF numbers (LIFNs) within the LIF-VIKOR algorithm. Furthermore, a function called the Linguistic Median Membership (LMM) function is introduced to convert LIFN values into crisp numbers. …”
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Entre patrimonialisation et ouverture au tourisme : un équilibre en question(s) dans le lagon du Grand Cul-de-Sac Marin en Guadeloupe by Vincent Andreu-Boussut, Caroline Rufin-Soler, Céline Chadenas

“…The lagoon was recently invented as a touristic and heritage site and cumulates three functions: i) it’s an area exploited for its marine resources, ii) it’s a leisure destination for the local community, and iii) it’s a tourist destination where a tourism services sector has been developed throughout the archipelago. …”
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Sustainable mobility and beauty of public space by Luciana Mastrolonardo

“…The quality of built environment is linked to the space in-between buildings and considers its formal, environmental and use values, due to specific needs for care and project re-appropriation. …”
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SUBSTANTIATION OF FACTORS OF STRATEGIC DEVELOPMENT OF SCIENTIFIC AND INTELLECTUAL POTENTIAL OF AGRICULTURAL FOOD COMPLEX by Elena DERUNOVA, Sergey ANDRYUSHCHENKO

“…According to the results of the analysis, disparities in the efficiency of the functioning of scientific and intellectual potential and its structure were revealed. …”
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Low-Noise Dynamic Reconstruction for X-Ray Tomographic Perfusion Studies Using Low Sampling Rates by Pau Montes, Günter Lauritsch

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Finite Control Set Model Predictive Control for Complex Energy System with Large-Scale Wind Power by Yang-Wu Shen, Jin-Rong Yuan, Fei-Fan Shen, Jia-Zhu Xu, Chen-Kun Li, Ding Wang

“…Based on the discrete mathematical model of the grid-side voltage source converter, the proposed strategy optimizes a value function with errors of current magnitudes to predict switching status of the grid-side converter. …”
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Plant Classification Method Using Histogram and Machine Learning for Smart Agriculture Applications by Orhan Yaman, Türker Tuncer

“…Due to its high potential and value, the Internet of things (IoT) has been used in various areas such as information security, industry 4.0, and smart agriculture. …”
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Thermal dilepton production within conformal viscous Gubser flow by Lakshmi J. Naik, V. Sreekanth

“…We study the dilepton production using leading order Born rates from QGP and hadronic sectors under Gubser geometry. Viscous modified dilepton rate is calculated using the first-order Chapman–Enskog (CE) like non-equilibrium correction of the particle distribution function. …”
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Enhancing Wheat Spike Counting and Disease Detection Using a Probability Density Attention Mechanism in Deep Learning Models for Precision Agriculture by Ruiheng Li, Wenjie Hong, Ruiming Wu, Yan Wang, Xiaohan Wu, Zhongtian Shi, Yifei Xu, Zixu Han, Chunli Lv

“…Furthermore, this paper also conducts ablation experiments on different loss functions. The results of this research provide a new method for wheat spike counting and disease detection, fully reflecting the application value of deep learning in precision agriculture. …”
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Greenhouse gas emissions of global construction material production by Seth Kane, Josefine A Olsson, Sabbie A Miller

“…Understanding the GHG emissions from building materials production in the context of their function is critical to decarbonizing this important sector. …”
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