Comparative study of Vibe 2-Zone and Multiple Vibe 2-Zone combustion models on combustion, performance, and emissions of a diesel engine by Long Hoang Duong, Son Hoang Do, Hieu Xuan Vo, Minh Quang Pham, Thang Viet Vu, Thong Duc Hong

“…This work evaluates the differences in combustion, performance, and emission characteristics between two combustion models of the Vibe 2-Zone and Multiple Vibe 2-Zone on a single cylinder diesel engine. …”
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YOLO-SRMX: A Lightweight Model for Real-Time Object Detection on Unmanned Aerial Vehicles by Shimin Weng, Han Wang, Jiashu Wang, Changming Xu, Ende Zhang

“…This strategy not only facilitates a substantial 46.4% reduction in parameter volume but also, through the flexible adaptation of receptive fields, boosts the model’s robustness and precision in multi-scale object recognition tasks. …”
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Research on multi class pests identification and detection based on fusion attention mechanism with Mask-RCNN-CBAM by Xingwang Wang, Xingwang Wang, Xingwang Wang, Can Hu, Xufeng Wang, Hainie Zha, Xueyong Chen, Shanshan Yuan, Jing Zhang, Jianfeng Liao, Zhangying Ye

“…Ablation studies confirmed the CBAM module improved F1 by 5.5%, the FPN increased small-target recall by 6%, and the dual-channel downsampling boosted AP@50 by 3.1%. Despite its compact parameter size (63.87 MB, 1.39 MB lighter than Mask-RCNN), limitations include reduced accuracy in low-contrast scenarios (e.g., foggy fields) and GPU dependency. …”
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Hybrid multi objective marine predators algorithm based clustering for lightweight resource scheduling and application placement in fog by R. Baskar, E. Mohanraj

“…Utilised Fog Picker to allocate IoT components to fog nodes based on QoS parameters. Simulation trials of the proposed HMMPACFP scheme utilising iMetal and iFogSim with Hypervolume (HV) and Generational Distance (IGD) demonstrated its superiority over the benchmarked methodologies utilised for evaluation. …”
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Promoting the sustainable development of the provincial electricity spot market: supervision obstacle identification, analysis, and solutions based on the ISM-DEMATEL model by Yi Li, Wulei Xue, Yi Zhang, Xiande Zheng, Liumao Yang

“…Finally, this paper proposes a series of general solutions and specific policy recommendations for provincial electricity spot market supervision to boost prosperity.…”
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Modeling the determinants of attrition in a two-stage epilepsy prevalence survey in Nairobi using machine learning by Daniel M. Mwanga, Isaac C. Kipchirchir, George O. Muhua, Charles R. Newton, Damazo T. Kadengye, Abankwah Junior, Albert Akpalu, Arjune Sen, Bruno Mmbando, Charles R. Newton, Cynthia Sottie, Dan Bhwana, Daniel Mtai Mwanga, Damazo T. Kadengye, Daniel Nana Yaw, David McDaid, Dorcas Muli, Emmanuel Darkwa, Frederick Murunga Wekesah, Gershim Asiki, Gergana Manolova, Guillaume Pages, Helen Cross, Henrika Kimambo, Isolide S. Massawe, Josemir W. Sander, Mary Bitta, Mercy Atieno, Neerja Chowdhary, Patrick Adjei, Peter O. Otieno, Ryan Wagner, Richard Walker, Sabina Asiamah, Samuel Iddi, Simone Grassi, Sloan Mahone, Sonia Vallentin, Stella Waruingi, Symon Kariuki, Tarun Dua, Thomas Kwasa, Timothy Denison, Tony Godi, Vivian Mushi, William Matuja

“…Background: Attrition is a challenge in parameter estimation in both longitudinal and multi-stage cross-sectional studies. …”
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Design of a Conceptual Bumper Energy Absorber Coupling Pedestrian Safety and Low-Speed Impact Requirements by Fuhao Mo, Siqi Zhao, Chuanhui Yu, Zhi Xiao, Shuyong Duan

“…Furthermore, the structural parameters of the X-shaped energy-absorbing structure including thickness (tu), side arc radius (R), and clamping boost beam thickness (tb) are analyzed using a full factorial method, and a multiobjective optimization is implemented regarding evaluation indexes of both pedestrian safety and low-speed impact. …”
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Design, modeling, and control of a dual-axis solar tracker using fractional order PID controllers for enhanced energy efficiency by Hayder Abdulsahib Issa, Layth Mohammed Abdali, Haider Alhusseini, Vladimir I. Velkin

“…A system comprising a 340 W PV module, DC motors, a DC-DC boost converter, and a PWM driver is modeled and simulated. …”
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Design and Implementation of a PLC-Based SCADA System for Real-Time Monitoring and Control of Photovoltaic Energy Conversion by Ahmed Al-Naib, Majeed Mohammed

“…This study presents the development and experimental evaluation of a photovoltaic (PV) monitoring and control system utilizing a Siemens S7-1200 Programmable Logic Controller (PLC). …”
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Clinical feasibility of Ethos auto-segmentation for adaptive whole-breast cancer treatment by Jessica Prunaretty, Fatima Mekki, Pierre-Ivan Laurent, Aurelie Morel, Pauline Hinault, Celine Bourgier, David Azria, Pascal Fenoglietto

“…Target volume coverage was achieved for 97.9%, 96.3%, 94.2% and 68.8% of the breast, IMC, nodes and boost CTVs, respectively. As for OARs, no significant differences in dosimetric parameters were observed.ConclusionThis study shows high accuracy of segmentation performed by Ethos for breast cancer, except for the CTV_Boost. …”
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Research on rock strength prediction model based on machine learning algorithm by Xiang Ding, Mengyun Dong, Wanqing Shen

“…It is noteworthy that AdaBoost was found to be the best model for predicting rock compressive strength. …”
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A Cyclic-di-AMP Adjuvanted CPAF Protein Vaccine Is Immunogenic in Swine, but It Fails to Reduce Genital <i>Chlamydia trachomatis</i> Burden by Leonie Bettin, Maria Stadler, Christine Unterweger, Maximiliane Dippel, Jonathan M. Harris, Andrea Buzanich-Ladinig, Taylor B. Poston, Toni Darville, Tobias Käser

“…However, after challenge, vaccinated pigs exhibited boosted systemic anti-CPAF IFN-γ and mucosal IgG responses compared to unvaccinated pigs. …”
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Supplementation of Nodulisporium sp. KT29 induced by Vibrio harveyi as an immunostimulant for controlling vibriosis in vannamei white shrimp under marine culture system by Dinamella Wahjuningrum, Teuku Reza Efianda, Kustiariyah Tarman, Munti Yuhana, Irzal Effendi, Fazril Saputra

“… ABSTRACT The purpose of this study is to evaluate the effectiveness of Nodulisporium sp. KT29 supplementation with various Vibrio harveyi induction in feed against vibriosis in vannamei white shrimp. …”
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Dataset of SCAPS-1D simulated halide perovskite solar cells with SHAP and machine learning-based PCE optimizationZenodo by Ivan E. Novoselov, Alexander M. Gvozdev, Andrey A. Smirnov, Ivan S. Zhidkov

“…Its comprehensive organization makes it suitable for applications including photovoltaic device optimization, evaluation of simulation-based predictive approaches, and development of advanced data-driven models. …”
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Enhancing the post-thaw quality of Holstein bull semen using artichoke extract-loaded nanoliposomes in the extender by Fatma Mohsen Shalaby, Soha A. Hassan, Amany Omar Elrefaie, Ali Ali El-Raghi, Kandil Abd El Hai Attia

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Body roundness index, visceral adiposity index, and metabolic score for visceral fat in predicting new-onset atrial fibrillation: a UK Biobank cohort study by Yi ZHENG, Lei LIU, Xinyu ZHENG, Tong LIU, Xiaoping LI

“…We further applied the eXtreme Gradient Boosting (XGBoost) algorithm, with the feature importance being measured to evaluate the predictive value of each adiposity index for imaging parameters. …”
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Non-Invasive Bioelectrical Characterization of Strawberry Peduncles for Post-Harvest Physiological Maturity Classification by Jonnel Alejandrino, Ronnie Concepcion, Elmer Dadios, Ryan Rhay Vicerra, Argel Bandala, Edwin Sybingco, Laurence Gan Lim, Raouf Naguib

“…Four algorithms (TabPFN, CatBoost, GPC, EBM) were evaluated with Monte Carlo cross-validation with five iterations, ensuring robust evaluation. …”
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Prediction of Flexural Ultimate Capacity for Reinforced UHPC Beams Using Ensemble Learning and SHAP Method by Zhe Zhang, Xuemei Zhou, Ping Zhu, Zhaochao Li, Yichuan Wang

“…This substantial improvement in performance prediction of the flexural capacity for reinforced UHPC beams is notable when compared to existing empirical methods. The CatBoost model displays a more uniform distribution of SHAP values for all parameters, suggesting a balanced decision-making process and contributing to its superior and stable model performance. …”
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DYNAMICS OF HEMOSTASIS AND NEUTROPHIL FUNCTIONAL ACTIVITY CHANGES IN PATIENTS WITH VARIOUS SENSITIVITY TO ACETYLSALICYLIC ACID IN ACUTE MYOCARDIAL INFARCTION by I. Yu. Grinshtein, A. A. Savchenko, Yu. I. Grinshtein, N. Yu. Shimokhina, M. M. Petrova, I. I. Gvozdev

“…In complex therapy there was double antiplatelet therapy (ASC+clopidogrel). The parameters of vessel-platelet and plasma hemostasis were assessed. …”
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Microalgae Pediastrum boryanum enhances growth and modulates physiology and transcriptome in Nile tilapia by Raghad E. Soliman, Ahmed Ateya, Mohamed Abou-El-Atta, Wasseem Emam, Mohamed M. Abdel-Rahim, Ashraf I. G. Elhetawy, Ahmed E. Elshafey, Radi A. Mohamed

“…In conclusion, dietary supplementation of PB boosted growth performance, blood and serum profile, morphometric evaluation of the liver and intestine, and expression of genes related to growth, antioxidant capacity, immunity, and energy metabolism in Nile tilapia.…”
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