Optimizing photocatalytic dye degradation: A machine learning and metaheuristic approach for predicting methylene blue in contaminated water by Yunus Ahmed, Keya Rani Dutta, Sharmin Nahar Chowdhury Nepu, Meherunnesa Prima, Hamad AlMohamadi, Parul Akhtar

“…Experimental validation indicated that the effectiveness under optimized conditions reached 98.5 %. …”
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Advancing precision medicine: the transformative role of artificial intelligence in immunogenomics, radiomics, and pathomics for biomarker discovery and immunotherapy optimization by Luchen Chang, Jiamei Liu, Jialin Zhu, Shuyue Guo, Yao Wang, Zhiwei Zhou, Xi Wei

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Rapid screening and optimization of CO2 enhanced oil recovery operations in unconventional reservoirs: A case study by Shuqin Wen, Bing Wei, Junyu You, Yujiao He, Qihang Ye, Jun Lu

“…Based on the results of model interpretability, the genetic algorithm (GA) was coupled with RF (RF-GA model) to optimize the CO2-EOR process. …”
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Optimizing male layer chicken performance and health with probiotic supplementation: A sustainable alternative to antibiotic growth promoters by Bodhi Agustono, Maya Nurwartanti Yunita, Widya Paramita Lokapirnasari, Sunaryo Hadi Warsito, Tabita Dameria Marbun, Sarasati Windria

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Ultrasound-assisted extraction of polyphenols from Phyllanthi Fructus: Comprehensive insights from extraction optimization and antioxidant activity by Haixia Che, Rui Zhang, Xianyao Wang, Hong Yu, Xuepeng Shi, Jie Yi, Jiawen Li, Qi Qi, Ruizhi Dong, Qian Li

“…Among these, ellagic acid, myricetin, and eriodictyol may exert antioxidant effects by interacting with AKT serine/threonine kinase 1 (AKT1).In conclusion, our study provides valuable insights into the optimizing PF extraction and underscores its potential applications in enhancing natural polyphenols extraction using UAE with a combination of PBD and RSM. …”
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TMBO-AOD: Transparent Mask Background Optimization for Accurate Object Detection in Large-Scale Remote-Sensing Images by Tianyi Fu, Hongbin Dong, Benyi Yang, Baosong Deng

“…Additionally, we validate the effectiveness of our adaptive filtering framework in both anchor-based and anchor-free methods. …”
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Networks of care for optimizing Primary Health Care Service Delivery in Ethiopia: Enhancing relational linkages and care coordination. by Gizachew Tadele Tiruneh, Nebreed Fesseha, Temesgen Ayehu, Tamar Chitashvili, Mesele Damte Argaw, Biruhtesfa Bekele Shiferaw, Mikias Teferi, Agumasie Semahegn, Biruk Bogale, Yibeltal Kifle, Hillina Tadesse, Chala Tesfaye, Dessalew Emaway

“…This paper describes the lessons learned from implementing the NoCs approach to optimize primary health care in Ethiopia.<h4>Methods</h4>The project incorporates embedded implementation science, guided by the RE-AIM (Reach, Effectiveness, Adoption, Implementation, and Maintenance) framework. …”
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SBS Suppression Capability of Optimized Pseudo-Random Binary Sequence Phase Modulation in Multi-Stage Fiber Amplifiers by He Wang, Yifeng Yang, Kaiyuan Wang, Qianhe Shao, Xinyu Duan, Xiaolong Chen, Kai Liu, Xiaoqiang Xiong, Junqing Meng, Bing He

“…While, with the further increase of the clock rate to &#x223C;14 GHz, the SBS threshold reaches a saturation point when the maximum effective spectral linewidth is reached, where the spectral line spacing is half of the FWHM Brillouin linewidth, and the optimal spectral line spacing is not affected by the fiber length of the system. …”
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Optimization of Screening Media to Improve Antimicrobial Biodiscovery from Soils in Undergraduate/Citizen Science Research-Engaged Initiatives by Leah McPhillips, John O’Callaghan, Carmel Shortiss, Stephen A. Jackson, Niall D. O’Leary

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Effect of Multifactor Interaction on the Accuracy of RV Reducers by Zihui Wang, Rui Xu, Jiabao Pan, Qingqing Chen, Jing Zhang, Jiugen Wang

“…However, in previous research work, the coupling effect of multiple errors on the transmission accuracy of RV reducer has not been fully considered. …”
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DynaFusion-SLAM: Multi-Sensor Fusion and Dynamic Optimization of Autonomous Navigation Algorithms for Pasture-Pushing Robot by Zhiwei Liu, Jiandong Fang, Yudong Zhao

“…At the same time, the introduction of multi-source mileage fusion can effectively avoid the phenomenon of large-scale offset or drift in the process of map construction. …”
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Optimizing seasonal performance of advanced heat mitigation solutions for city-scale thermal management in Greater Kuala Lumpur by Norishahaini Mohamed Ishak, Ansar Khan, Jamalunlaili Abdullah, Siti Aekbal Salleh, Mattheos Santamouris

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Possible mechanism of effect of the empagliflozin on cardiovascular mortality by A. V. Karpushev, M. V. Krasnova, D. Yu. Ivkin, V. B. Mikhailova, E. S. Klimenko, S. V. Okovityi, A. N. Kulikov

“…However, at the moment the full mechanism by which this effect can be realized is still not fully understood.Aim. …”
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Channel length effects on the performance of vOECTs by Jinjie Wen, Baining Tao, Dan Zhao, Yixin Zhou, Yueheng Zhong, Sihui Hou, Liang-Wen Feng, Jianhua Chen, Gang Wang, Wei Huang

“…This work demonstrates an optimal design of vOECTs channel geometry that will lead to state-of-the-art transistor performance and also provides insights into ionic-electronic coupling mechanisms in the nanoscale.…”
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Efficiency optimization of a hybrid Savonius-Darrieus hydrokinetic turbine via regression modeling and CFD-based design of experiments by Mateo Arrieta-Gomez, Sebastián Vélez-García, Diego Hincapié Zuluaga, Juan C. Tejada, Daniel Sanin-Villa

“…By iterating the regression model within the studied factor levels, the optimal parametric configuration for the hybrid turbine was determined to be 0.2 for the radius ratio, 50° for the coupling angle, and 2.2 for the TSR, resulting in an efficiency of 55.19%. …”
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Forming characteristics and precision control method of Ti60 titanium alloy ultra-thin hyperbolic shell in electro-assisted drawing by Renhai Yu, Shaofeng Liu, Pi Ling, Bosong Liu, Yingsheng Li, Lin Zhong, Kemin Xue

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Dual FOPID-neural network controller based on fast grey wolf optimizer: application to two-inputs two-outputs helicopter by Amar Rezoug, Jamshed Iqbal, Abdelkrim Nemra

“…The RBFNN is integrated to address the nonlinearities and uncertainties, while a dual block mitigates the coupling effects. The performance of the proposed controller is characterized by two simulation scenarios. …”
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Experimental Study on the Hydrodynamic Analysis of a Floating Offshore Wind Turbine Under Focused Wave Conditions by Hanbo Zhai, Chaojun Yan, Wei Shi, Lixian Zhang, Xinmeng Zeng, Xu Han, Constantine Michailides

“…The results show that, under both regular and irregular wave conditions, the platform’s motion and mooring tension increased as the wave period became longer, indicating a greater energy transfer and stronger coupling effects at lower wave frequencies. Specifically, in irregular seas, mooring tension increased by 16% between moderate and high sea states, with pronounced surge–pitch coupling near the natural frequency. …”
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A methodology to find possible optimal profiles based on 4Q model to learn computer programming by pairs in a systems engineering program by Omar Iván Trejos Buriticá, Luis Eduardo Muñoz Guerrero, Jorge Iván Ríos Patiño

“…It is concluded that, effectively, it is possible to find optimal profiles in the students in the light of the 4Q model that helps the programming computer learning process to be more effective.…”
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Toward efficient smart management: A review of modeling and optimization approaches in electric vehicle-transportation network-grid integration by Mince Li, Yujie Wang, Pei Peng, Zonghai Chen

“…This paper presents a comprehensive review of the current state of the art in system modeling and optimization approaches for the smart management of this coupled system. …”
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