Current Trends and Advances in Extractive Text Summarization: A Comprehensive Review by Maryam Azam, Shah Khalid, Sulaiman Almutairi, Hasan Ali Khattak, Abdallah Namoun, Amjad Ali, Hafiz Syed Muhammad Bilal

“…We present a detailed, multi-layered architectural framework designed to advance and develop summarization models, thereby supporting researchers in their endeavors. …”
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Highly efficient variable step-size binary search algorithm for ultra-compact cyclic three-mode converters by Yongchen Wang, Hangming Fan, Zhe Yuan, Junlin Pan, Xiaoyang Liu, Mengfan Cheng, Qi Yang, Deming Liu, Lei Deng

“…The concept of “pixel splitting” is introduced for the first time in this paradigm. By layering the optimization process in several segments, the size of each pixel also changes dynamically, achieving both high efficiency and superior performance. …”
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Australian Aboriginal techniques for memorization: Translation into a medical and allied health education setting. by David Reser, Margaret Simmons, Esther Johns, Andrew Ghaly, Michelle Quayle, Aimee L Dordevic, Marianne Tare, Adelle McArdle, Julie Willems, Tyson Yunkaporta

“…In health professional training, however, there remains a large corpus of information for which memorization is the most efficient means of ensuring: A) that the trainee has the required information readily available; and B) that a foundation of knowledge is laid, upon which the medical trainee builds multiple, complex layers of detailed information during advanced training. …”
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Automatic Scheduling Method for Customs Inspection Vehicle Relocation Based on Automotive Electronic Identification and Biometric Recognition by Shengpei Zhou, Nanfeng Zhang, Qin Duan, Jinchao Xiao, Jingfeng Yang

“…EVI technology facilitates rapid identification of vehicles entering customs facilities, while biometric recognition ensures that only authorized personnel can operate specific vehicles. This dual-layered approach enhances security and streamlines the inspection process, significantly reducing delays. …”
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Comparative Study on the Prevention and Control Effects of Rockburst Between Hydraulic Fracturing Sections and Blank Sections by Shuo Yang, Jiang Bian, Aixin Liu, Xiaoyang Li, Fuhong Li, Xingen Ma, Siyuan Gong

“…Influenced by various factors such as the complex environment and high key layers in coal mines, hydraulic fracturing technology has gradually become the main means of controlling the hard roof strata to prevent and control rockburst in recent years, which can effectively release the stress on the roof, reduce the intensity of pressure, and ensure the safe and efficient mining of the working face in coal mines. …”
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MODELLING OF STRESS STATE OF DENTAL HARD TISSUES WHILE CARIOUS CAVITIES OF I CLASS RESTORATION by Yu.V. Lakhtin, Yu.V. Smeyanov, B.V. Nishta

“…The same stress arises in the top filling layers of restored tooth, as in an enamel of an intact tooth (52-55 MPa). …”
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Reservoir connectivity of offshore oilfields with a sparse well pattern: a case study of the third member of Weizhou Formation of oilfield A in Weixinan Sag, Beibuwan Basin by Jinqi ZHU, Zhaoqiang YANG, Yan YANG, Kui CHEN, Tao FU

“…To address the prominent injection and production contradiction, complex remaining oil distribution, and utilization issues in the third member of the Weizhou Formation (W3) of oilfield A in the Weixinan Sag, Beibuwan Basin, the study developed a comprehensive reservoir configuration characterization system for offshore oilfields with a sparse well pattern, involving reservoir configuration interface classification, anatomy of composite sand body, and quantitative characterization of reservoir configuration unit. …”
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Nosological and Age and Gender Profile of the Vologda Oblast Population Mortality and the Associated Demographic Losses by A. V. Korolenko

“…Against the background of the coronavirus pandemic, the fact of a high contribution of young age groups (up to 45 years) to mortality from infectious and parasitic diseases is of great concern due to the likelihood of a sharp increase in the scale of human losses as a result of the layering of new premature deaths due to the consequences of COVID-19. …”
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Monte Carlo simulation of delayed γ-rays ionizing the atmosphere based on debris motion model by LIU Li, NIU Shengli, ZUO Yinghong, ZHU Jinhui, ZHUO Jun, LI Xiazhi

“…BackgroundIn the aftermath of a high-altitude nuclear explosion, the delayed γ-rays emanating from the debris undergo a complex ionization process while traversing the non-uniform high-altitude atmosphere. …”
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The ultimate power play in research - partnering with patients, partnering with power by Dawn P. Richards, Janelle Bowden, Patrick Gee, Alex Haagaard, Anita Kothari, Annette McKinnon, Codie A. Primeau, Andrea C. Tricco, Ellen Wang, Karen L. Woolley, Linda C. Li

“…All research teams have complex power dynamics, including those with patient/public members. …”
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Development of a Widely Accessible, Advanced Large-Scale Microfluidic Airway-on-Chip by Brady Rae, Gwenda F. Vasse, Jalal Mosayebi, Maarten van den Berge, Simon D. Pouwels, Irene H. Heijink

“…On-chip microfluidics are advanced in vitro models that simulate lung tissue’s native 3D environment more closely than static 2D models to investigate the complex lung architecture and multifactorial processes that lead to pulmonary disease. …”
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MC-ASFF-ShipYOLO: Improved Algorithm for Small-Target and Multi-Scale Ship Detection for Synthetic Aperture Radar (SAR) Images by Yubin Xu, Haiyan Pan, Lingqun Wang, Ran Zou

“…Despite remarkable advances in deep-learning-based detection methods, performance remains constrained by the vast size differences between ships, limited feature information of small targets, and complex environmental interference in SAR imagery. …”
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The high value utilization characteristics of coal gangue powder with emulsified asphalt mastic through rheological and viscoelastic damage theory by Decai Wang, Jiawei Wei, Zongyuan Wu, Lei Hu, Lan Yang, Kai Cheng

“…Conversely, LP mastic demonstrate superior anti-fatigue performance under actual strain levels in both thin and thick asphalt pavement layers, surpassing the performance of PC mastic and CGP mastic. …”
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Contingency by Ami Clarke

“…They are speculative, and try to grapple with complex systems, where emergent behaviours are still emerging.  …”
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Propagation Characteristics of Multi-Cluster Hydraulic Fracturing in Shale Reservoirs with Natural Fractures by Lianzhi Yang, Xinyue Wang, Tong Niu

“…A numerical simulation of the intersection of multiple clusters of 3D hydraulic fractures and natural fractures was performed, and the complex 3D fracture morphologies after the interaction between any two fractures were revealed. …”
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Cinema-atlas of the USSR: Far Away in Asia by Vladimir Erofeev / Киноатлас СССР: «Далеко в Азии» Владимира Ерофеева by GOLOVNEV IVAN A. / ГОЛОВНЕВ И.А.

“…The findings highlight the significance of historical cinema documents as multi-layered evidence of visual history, offering informative potential for research across a wide range of humanitarian disciplines. …”
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Synchronous Measurement Method of Two-phase Flow Phase Field and Concentration Field Based on Wire-mesh Sensor by XIA Xinyu1, 2, YAN Xu2, 3, FU Junsen2, 3, XIAO Yao1, 2, 3, , GU Hanyang2, 3

“…The simulation method of the wire-mesh sensor was to set two layers of wires as the receiving and emitter of the sensor. …”

Analysis of enamel microhardness at various hard tissue states and depth of the microfissures by S. P. Yarova, I. I. Zabolonaya

“…Hardness was determined in the outer, middle, inner layers of enamel in three topographical locations: in the cusp tip (cutting edge) of the tooth equator and neck as in previously described technique (S. …”
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Spectral OCT Angiography in the Assessment of Biomarkers of Diabetic Macular Edema in Navigation Laser Treatment by P. L. Volodin, E. V. Ivanova, E. Iu. Polyakova, A. V. Fomin

“…The following biomarkers were evaluated by the OCT-A method: vascular density of the superficial vascular plexus (SCP), deep vascular complex (DCP); the number of microaneurysms and hyperreflective points; the area of the foveal avascular zone, as well as cysts and zones of disorganization of the inner layers of the retina (DRIL), at various times before and after (1, 3 and 6 months) treatment.Results. …”
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Enhancing Coffee Agroforestry Systems Suitability Using Geospatial Analysis and Sentinel Satellite Data in Gedeo Zone, Ethiopia by Wondifraw Nigussie, Husam Al-Najjar, Wanchang Zhang, Eshetu Yirsaw, Worku Nega, Zhijie Zhang, Bahareh Kalantar

“…However, land-use and suitability analyses are not well documented due to complex topography, heterogeneous agroforestry, and lack of information. …”
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