Diagnosis of Alzheimer’s disease using brain $$^{18}\textrm{F}$$ -FDG PET imaging based on a state space model by Yufang Dong, Yonglin Chen, Zhe Jin, Xingbo Dong

“…Building on this, we optimized the original purely convolutional structure into a hybrid architecture combining convolution and Transformer layers. …”
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Machine Training of the System of Functional Diagnostics of the Shaft Lifting Machine by Dovbysh A. S., Zimovets V. I., Zuban Y. A., Prikhodchenko A. S.

“…The aim of the work is to increase the accuracy of functional diagnostics of a mine hoist by us-ing the method of information-extreme machine teaching with a hierarchical data structure. The tasks set forth in the work were to develop a categorical model; to carry out synthesis based on its hierarchical machine teaching algorithm for a functional diagnosis system; and to optimize the system of acceptance tolerance. …”
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Control of a boost half-bridge rectifier with power factor correction using a NARMA-L2 neural controller by Angel Quiroga, Jhon Bayona, Helbert Espitia

“…The plant is first identified with the NARMA-L2 model, and then the neural network structure is reorganized to have the controller. An experimental design is carried out for the design of the NARMA-L2 controller considering the number of neurons in the hidden layer and the number of delays (used for the signals). …”
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An Improvement of Least Squares Theory: Theory of Least p-Variances Approximation and p-Uncorrelated Functions by Mohammad Masjed-Jamei

“…We establish a theory whose structure is based on a fixed variable and an algebraic inequality and which improves the well-known least squares theory. …”
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Examining the urban morphology and defensive mechanisms of Dutch Malacca via topology, space syntax, and sDNA under the framework of CPTED theory by Weicong Li, Sharifah Salwa Syed Mahdzar, Khairul Anwar Mohamed Khaidzir

“…The change in economic and political focus was reflected in a linear shift in urban centrality from inland to port. …”
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Developing a sustainable, dynamic, and long-term optimization model of an integrated energy supply system while considering renewable energy storage technologies for a residency bu... by Sara Azamian

“…This study aims to determine the optimal long-term structure for an integrated heat and power supply system that uses renewable energy storage technologies in a residential building across five different climatic zones in Iran. …”
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Seasonal Source Apportionment of Heavy Metals and Physicochemical Parameters: A Case Study of Sapanca Lake Watershed by Asude Ateş, Hülya Demirel, Rabia Köklü, Şenay Çetin Doğruparmak, Hüseyin Altundağ, Bülent Şengörür

“…The results show that the natural soil structure, municipal-industrial wastewater, agricultural-atmospheric runoff, highways, and seasonal effects are the major pollution sources for toxic metals and physicochemical parameters. …”
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Iconic hand gestures from ideophones exhibit stability and emergent phonological properties: an iterated learning study by Thompson Arthur Lewis, Van Hoey Thomas, Chik Aaron Wing Cheung, Do Youngah

“…Owing to shared cross-linguistic characteristics of expressive prosody, reduplication, and unusual phonological structure, ideophones have been likened to meaning performed. …”
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Integrating running water monitoring tools with the Micro Biological Survey (MBS) method to improve water quality assessment. by Lorenzo Traversetti, Francesca Losito, Alyexandra Arienzo, Ottavia Stalio, Giovanni Antonini, Massimiliano Scalici

“…The last comparison was performed to validate the use of MBS in biomonitoring activities since the benthic invertebrate multi-species assemblage (and then EBI) alter own structure mainly depending on the organic component variation. …”
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Proactive Scheduling and Routing of MRP-Based Production with Constrained Resources by Jarosław Wikarek, Paweł Sitek

“…By automating the generation of data from MRP/ERP systems, constructing an optimization model, and exporting the results back to the MRP/ERP structure, this method improves decision-making and competes with expensive Advanced Planning and Scheduling (APS) systems. …”
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The Beneficial Spatial Spillover Effects of China’s Carbon Emissions Trading System on Air Quality by Diwei Zheng, Daxin Dong

“…Further mechanism analyses show that although the policy does not affect the degree of environmental regulation in other regions, it promotes green innovation, low-carbon energy transition, and industrial structure upgrading there, which explains the observed spatial spillover effects.…”
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Influence of Rare Earth Elements on the Radiation-Shielding Behavior of Serpentinite-Based Materials by Ayşe Didem Kılıç, Demet Yılmaz

“…It was observed that the presence of rare earth elements within serpentinite structure has a significant impact on thermal neutron cross-sections, while crystalline water content (LOI) plays an influential role in fast neutron cross-sections. …”
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Persuasion Over Time: A Longitudinal Analysis of Message Strategy and Engagement in B2B Instagram using ELM by Meita Dinar Astaningrum, Reza Safitri, Fitri Hariana Oktaviani

“…ELM traditionally views persuasion as a single-message effect, underestimating the role of repetition, platform structure, and cumulative engagement. This study aims to examine the persuasive architecture of B2B content on Instagram through the case of @AcademyBINAR, an Indonesian digital education platform that adopted an enterprise communication strategy between June and December 2024. …”
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Seismic Performance of Reinforced Concrete Buildings in Darchula, Nepal: A Fragility-Based Approach by Birendra Kumar Bohara, Benbokhari Abdellatif, Jyoti Deupa, Nirmal Mani Joshi, Sangam Jagari

“… This research evaluated the seismic vulnerability of non-engineered reinforced concrete (RC) buildings compared with that of engineered RC structures in the Darchula region of Far-Western Nepal, an area prone to high seismic risk. …”
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Integrating Ethical, Cultural, and Legal Dimensions into Higher Education: Advancing 21st-Century Competencies in Central Asia by Fazliddin Jalilov, Rokhat Safarova, Akmaljon Akramov, Elbek Musayev, Ulzana Rakhimova, Siyovush Shukrullayev, Xosiyatxon Mirzaxmetova

“…Qualitative data further reveal that students exposed to structured ethics and cultural diversity training exhibit higher engagement and adaptability. …”
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Synthesis, biological investigation, and in silico studies of 2-aminothiazole sulfonamide derivatives as potential antioxidants by Apilak Worachartcheewan, Ratchanok Pingaew, Veda Prachayasittikul, Setthawut Apiraksattayakul, Supaluk Prachayasittikul, Somsak Ruchirawat, Virapong Prachayasittikul

“…An additional set of structurally modified compounds were designed based on QSAR findings to finally obtain 112 newly designed compounds in which their activities (DPPH and SOD) were predicted. …”
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Observation of edge solitons and transitions between them in a trimer circuit lattice by Rujiang Li, Xiangyu Kong, Wencai Wang, Yixi Wang, Yongtao Jia, Huibin Tao, Pengfei Li, Ying Liu, Boris A. Malomed

“…Abstract In nonlinear topological systems, edge solitons either originate from linear topological edge modes or emerge as nonlinearity-induced localized states without topological protection. …”
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FUNCTIONAL ORGANOSILICON SUBSTANCES AS STABILIZERS OF POLYMERIC SUSPENSIONS by I. А. Gritskova, D. I. Shragin, S. М. Levachev, А. А. Ezhova, Е. V. Milushkova, V. М. Kopylov, S. А. Gusev, N. I. Prokopov, N. A. Lobanova

“…The review presents schemes for obtaining homologous series of the linear α,ω-carbofunctional oligodimethylsiloxanes with the silicone chain length from 6 to 60 siloxane units containing carboxydecyl, aminopropyl and glycidoxypropyl groups at the chain ends allowing to obtain organosilicon surfactants with reproducible structure and properties. …”
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A TD3-Based Reinforcement Learning Algorithm With Curriculum Learning for Adaptive Yaw Control in All-Wheel-Drive Electric Vehicles by Reza Jafari, Pouria Sarhadi, Amin Paykani, Shady S. Refaat, Pedram Asef

“…A detailed reward function and well-structured actor-critic networks are devised, and the proposed algorithm is compared with a conventional model-based linear quadratic regulator (LQR) approach. …”
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Motivations for suicide attempts and risk factors among youths in Western Iran: A cross‐sectional study by Fatemeh Darabi, Arash Ziapour, Hassan Ahmadinia

“…A nonrandom sampling method was used to select 110 participants, ages 15–35. Structured questionnaires such as the Beck Anxiety Inventory (BAI), the Beck Depression Inventory (BDI‐II), and the Suicide Motivation Scale (IMSA) were used to gather the data. …”
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