Does the Choice of Topic Modeling Technique Impact the Interpretation of Aviation Incident Reports? A Methodological Assessment by Aziida Nanyonga, Keith Joiner, Ugur Turhan, Graham Wild

“…The evaluation focuses on coherence, interpretability, generalization, computational efficiency, and scalability. The results indicate that NMF achieves the highest coherence score (0.7987), demonstrating its effectiveness in extracting well-defined topics from structured narratives. pLSA performs competitively (coherence: 0.7634) but lacks the scalability of NMF. …”
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Nearly Degenerate Four-Wave Mixing in Single-Mode Fabry–Pérot Laser Diode Subject to Single Beam Optical Injection by Jian-Wei Wu, Yong Hyub Won

“…Against the change of correspondingly initial power and frequency detuning of the probe wave, outcome spectrum, output power, and conversion efficiency of conjugate signals are analyzed in detail, while dominant or one side mode is, respectively, selected as the pump wave.…”
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Assessment of women involvement in locust beans processing in Ejigbo Local Government Area by Oluwagbenga Titus Alao, Tobi Esnade Amossou, Gabriel Ifeoluwa Abioye

“…Consequently, governments and non-governmental organizations should promote the engagement of young graduates in local bean processing by supplying time-efficient machinery and contemporary processing apparatus, in addition to connecting them with established marketplaces.…”
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Enhancing Classroom Lighting Quality in Tehran Through the Integration of a Dynamic Light Shelf and Solar Panels by Shadan Masoud, Zahra Zamani, Seyed Morteza Hosseini, Mohammadjavad Mahdavinejad, Julian Wang

“…These findings highlight the potential of the proposed system as a practical and energy-efficient daylighting strategy for educational buildings in sunny regions such as Tehran.…”
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From Battlefield to Building Site: Probabilistic Analysis of UXO Penetration Depth for Infrastructure Resilience by Boules N. Morkos, Magued Iskander, Mehdi Omidvar, Stephan Bless

“…Different probabilistic sampling techniques produced similar DoB predictions for each soil type, but GP_RSM was the most computationally efficient method. Finally, a sensitivity analysis was conducted to determine the contribution of each random variable to the predicted DoB. …”
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CooccurrenceAffinity: An R package for computing a novel metric of affinity in co-occurrence data that corrects for pervasive errors in traditional indices. by Kumar P Mainali, Eric Slud

“…We further develop functions (a) to compute those intervals, (b) to evaluate their true coverage probability of enclosing the population parameter, and (c) to generate figures. 4. CooccurrenceAffinity is a practical and efficient R package with user-friendly functions for end-to-end analysis and plotting of co-occurrence data in various formats, making it possible to compute the recently developed metric of alpha MLE as well as its median and confidence intervals introduced in this paper. …”
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Reversal of Spin‐Torque Polarity with Inverting Current Vorticity in Composition‐Graded Layer at the Ti/W Interface by Hayato Nakayama, Taisuke Horaguchi, Jun Uzuhashi, Cong He, Hiroaki Sukegawa, Tadakatsu Ohkubo, Seiji Mitani, Kazuto Yamanoi, Yukio Nozaki

“…These findings suggest that the sign of spin torque is governed by the polarity of compositional gradient, providing a novel strategy for efficient spin‐torque generation without relying on materials with strong spin or orbital Hall effect.…”
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Optimising the thermal characteristics of Williamson fluid flow through a microchannel influenced by the Hall effect using response surface methodology by Pradeep Kumar, M.N. Guruprasad, Felicita Almeida, Taseer Muhammad

“…Response surface methodology plays a crucial role in optimising system performance by analysing the effects of key variables, such as channel dimensions and fluid flow conditions, to enhance heat transfer efficiency while minimizing pressure drops. This study focuses on the parametric optimization of Williamson fluid flow through a vertical, porous microchannel using response surface methodology, sensitivity analysis, and numerical simulations. …”
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Baghdad’s Solar Power Potential: An Exploration Using PVsyst and HelioScope at Al-Khwarizmi College of Engineering by Reem Omar Mahdi, Wisam Hachem

“…As a result, the entire planet has begun transitioning to green energy generation, which has zero negative effects on the natural world. …”
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Antagonistic muscular co-contraction for skilled, healthy piano technique: a scoping review by Cobi Ashkenazi, George Waddell, Aaron Williamon

“…AMCC can affect sensorimotor task control, accuracy, efficiency, coordination, internal model generation, proprioception, range of motion, individuation, neuromuscular signal-to-noise ratio, speed, power, stability, task-related injury, pain, and rehabilitation.ConclusionThe review and corresponding model suggest that AMCC is a fundamental characteristic of human movement with broad and unique effects on sensorimotor task performance, including piano playing. …”
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Utilization of Household Organic Waste into Biogas and Integrated with IoT by Bintang Indra Maulana, Andhika Suryamiharja, Pradipa Catya Wisesa, Rendy Munadi, Sussi Sussi

“…In this study, we conducted nutritional testing on molasses and coconut water to determine which nutrients optimize biogas production efficiency by monitoring the pressure of the generated biogas. …”
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Restored Collagen VI Microfilaments Network in the Extracellular Matrix of CRISPR-Edited Ullrich Congenital Muscular Dystrophy Fibroblasts by Daniela Benati, Eleonora Cattin, Federico Corradi, Tommaso Ferrari, Eleonora Pedrazzoli, Clarissa Patrizi, Matteo Marchionni, Roberto Bertorelli, Veronica De Sanctis, Luciano Merlini, Alessandra Ferlini, Patrizia Sabatelli, Francesca Gualandi, Alessandra Recchia

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Cross-linked chitosan/lysozyme hydrogels with inherent antibacterial activity and tuneable drug release properties for cutaneous drug administration by Wing-Fu Lai, Obireddy Sreekanth Reddy, Dahong Zhang, Haicui Wu, Wing-Tak Wong

“…The drug delivery performance of the gels can be changed simply by manipulating the chitosan/lysozyme mass-to-mass ratio, with an increase in the mass percentage of lysozyme leading to a decline in the encapsulation efficiency and drug release sustainability of the gels. …”
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Investigation of structural, electronic, optical, and photocatalytic properties of new double perovskites Cs2InSbX6 (X = F, Cl) under strain effects by S. Tariq, L.H. Omari, F. Mezzat, E.K. Hlil

“…We investigated how strain ranging from −5% to +5 % influences these materials' performance in optoelectronic and photocatalytic applications. Notably, negative strain enhances absorption and quantum efficiency for both compounds, particularly Cs₂InSbCl₆, which shows superior absorption in the visible spectrum. …”
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Study on the influencing factors of radial non-Darcy seepage of gas in CO2 fracturing boreholes by Tianjun ZHANG, Shipeng ZHU, Mingkun PANG, Jinyu WU, Rongtao LIU, Mingrui HAN, Hongyu PAN

“…CO2 fracturing, as a key technology to improve the gas extraction efficiency of low-permeability coal seams, has a core mechanism of injecting high-pressure CO2 into coal seams to induce the generation of a fracture network within the coal body, thus greatly improving the permeability of the coal seams. …”
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Artificial intelligence tools and literary translation: a comparative investigation of ChatGPT and Google Translate from novice and advanced EFL student translators’ perspectives by Safaa M. Abdelhalim, Asma A. Alsahil, Zainab A. Alsuhaibani

“…The emergence of artificial intelligence (AI) technologies based on Large Language Models (LLMs) is reshaping the translation landscape, particularly by facilitating unprecedented levels of translation efficiency. To unlock the potential of (AI) tools in facilitating intercultural understanding and bridging language barriers in literary translation, this study examined the perspectives of 63 Saudi EFL student translators (27 novices, 36 advanced) on literary translations generated by Google Translate (GT) and ChatGPT. …”
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Holographic tomographic volumetric additive manufacturing by Maria Isabel Álvarez-Castaño, Andreas Gejl Madsen, Jorge Madrid-Wolff, Viola Sgarminato, Antoine Boniface, Jesper Glückstad, Christophe Moser

“…We show that computer-generated holograms implemented with tiled holograms and point-spread-function shaping mitigates the speckle noise which enables the fabrication of millimetric 3D objects exhibiting negative features of 31 μm in less than a minute with a 40 mW light source in acrylates and scattering materials, such as soft cell-laden hydrogels, with a concentration of 0.5 million cells per mL.…”
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Light scattering-based screening method for rapid evaluating antibiotic effects on bacteria using laser speckle imaging by Donghyeok Kim, Seongjoon Moon, Jongseo Lee, Kyoungman Cho, Changhan Lee, Jonghee Yoon

“…This approach has the potential to serve as a versatile, rapid, and clinically viable tool for identifying effective antibiotics in patients with bacterial infections, significantly improving diagnostic efficiency in clinical settings.…”
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Multivariate Analysis of Microbiological and Incubation Parameters in Hatching Eggs Sanitized with or Without Essential Oils by Gabriel da Silva Oliveira, Concepta McManus, Vinícius Machado dos Santos

“…Aspects related to the contamination of hatching eggs, sanitary management during pre-incubation, and the performance of the incubation process can compromise productive efficiency in poultry farming. When these factors negatively influence poultry farming, they can destabilize the generation and distribution of financial resources throughout the production chain, as well as limit public access to poultry-derived proteins. …”
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Dynamics of trade of recycled raw materials and the connection with the circular economy by Aurelija Burinskienė, Olga Lingaitienė, Gintarė Byčenkaitė

“…Abstract The trade of recycled raw materials is an essential part of the circular economy model of economic development, which contributes to resource efficiency, keeps goods in circulation, and reduces society’s negative environmental impact. …”
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