Leveraging IGOOSE-XGBoost for the Early Detection of Subclinical Mastitis in Dairy Cows by Rui Guo, Yongqiang Dai

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Optimization-Incorporated Deep Learning Strategy to Automate L3 Slice Detection and Abdominal Segmentation in Computed Tomography by Seungheon Chae, Seongwon Chae, Tae Geon Kang, Sung Jin Kim, Ahnryul Choi

“…Evaluation of CT data from 150 prostate and bladder cancer patients showed that the optimized models reduced the slice detection error to approximately 0.68 ± 1.26 slices and achieved a Dice coefficient of up to 0.987 ± 0.001 for abdominal tissue segmentation-improvements over the models that did not consider correction design variables. …”
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Statistics on the Industry Structure of the Russian Economy and its Optimization Model by O. V. Morozov, M. A. Vasiliev

“…The results of modern domestic research on this topic show that the task of establishing theoretically justified quantitative criteria for optimizing the structural composition of multicomponent (discrete) social systems remains beyond due attention and not only should, but can be solved. …”
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Polyaniline/Tungsten Disulfide Composite for Room-Temperature NH₃ Detection with Rapid Response and Low-PPM Sensitivity by Kuo Zhao, Yunbo Shi, Haodong Niu, Qinglong Chen, Jinzhou Liu, Bolun Tang, Canda Zheng

“…A multilayer sensor structure—sequentially printed silver-paste heating electrodes, fluorene polyester insulating layer, silver interdigitated electrodes, and sensing material layer—was fabricated on a polyimide substrate via flexible microelectronic printing and systematically characterized using scanning electron microscopy, X-ray diffraction, and Fourier-transform infrared spectroscopy. The optimized 5 wt% WS₂ composite showed enhanced gas-sensing performance, with 219.1% sensitivity to 100 ppm ammonia (2.4-fold higher than that of pure PANI) and reduced response and recovery times of 24 and 91 s, respectively (compared to 81 and 436 s for pure PANI, respectively). …”
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Using the optimal combined index weight ratio to improve the probability of anomaly detection in big area additive manufacturing by Monique S. McClain, Dhrubajit Chowdhury, Omar Eldaghar, Kris Villez

“…We show that approach 1 delivers optimal anomaly detection performance in select cases while approach 2 fares better in practice. …”
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The Preparation of a GO/ZnO/nHAp Composite Coating and the Study of Its Performance Optimization for Pure Titanium Implants by Jiang Wu, Yu Zuo, Zhaoxi Xu, Lang Wang, Jiaju Zou, Zijian Jia, Chunmei Wang, Guoliang Zhang

“…In this study, a graphene oxide (GO)/zinc oxide (ZnO)/hydroxyapatite (nHAp) composite coating was constructed on a pure titanium surface by microarc oxidation (MAO) pretreatment combined with hydrothermal technology (HT), thereby making it possible to explore the performance optimization of this coating for Ti-based implants. …”
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Optimization of microwave extraction process of essential oil from Perilla frutescens by response surface methodology and its chemical composition analysis by LIN Meng-nan, SU Ping, YING Li-ya, GAO Hong-jian

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Optimization of bonding parameters in diffusion bonding of Cu10Sn-B4C composites produced by P/M method by Ada Hakan, Özsoy Serkan

“…With the increase in reinforcement rate, an increase in the shear strength of bonds and microhardness was observed. After the optimization process, the optimum result was detected in the bonding at 820°C temperature, 20 kg load, and 40 minutes duration in unreinforced bonding. …”
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Optimizing Alfalfa-Fermented Green Juice (aFGJ) Preparation and Its Effects on Microbial Community and Nutrient Composition in Alfalfa Silage by Ting Mao, Ze Ye, Yongyan Niu, Qun Zheng, Tao Yang, Zhiye Wang

“…To study the relationship between the microbial community structure and the quality of alfalfa silage by adding alfalfa-fermented green juice (aFGJ), the Box–Behnken design was used to optimize the process of preparing aFGJ. High-throughput sequence technology was used to detected the microbial community structure of aFGJ and silage samples, and two silage experiments were designed: silage with aFGJ (LZQC) and silage with no addition (CK). …”
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Modifying metal ion ratios in nickel-aluminum layered double hydroxide/reduced graphene oxide composites for selective electrochemical detection of antibiotics by Sreejesh Moolayadukkam, Priyankan Datta, Dhrubajyoti Chowdhury, Ishwar K. Puri

“…Addition of graphene oxide also enhances sensing capabilities. The optimized sensor has sensitivities of 137.6 nA µM−1 cm−2 and 161.4 nA µM−1 cm−2, and lower detection limits of 4.3 nM and 3.6 nM, respectively, for amoxicillin (Amx) and tetracycline (TC). …”
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An Impedimetric Genosensor for Ultrasensitive Detection of SARS-Cov-2 Genome Based on 3D Reduced Graphene Oxide and Gold Nanoparticle Composite by Zahra Izadi, Mahdi Ghasemi-Varnamkhasti, Mostafa Shakhsi-Niaei, Gh. Mobini

“…The linear range was found to be within 10-12 - 10-6 M and the limit of detection (LOD) was at 3× 10 -13 M. The time of 20 minutes was chosen as the optimal hybridization time. …”
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Electrochemical Sensing of Hg²⁺ Ions Using an SWNTs/Ag@ZnBDC Composite with Ultra-Low Detection Limit by Gajanan A. Bodkhe, Bhavna Hedau, Mayuri S. More, Myunghee Kim, Mahendra D. Shirsat

“…A novel single-walled carbon nanotube (SWNT), silver (Ag) nanoparticle, and zinc benzene carboxylate (ZnBDC) metal–organic framework (MOF) composite was synthesised and systematically characterised to develop an efficient platform for mercury ion (Hg²⁺) detection. …”
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A Hybrid Approach for Reachability Analysis of Complex Software Systems Using Fuzzy Adaptive Particle Swarm Optimization Algorithm and Rule Composition by Nahid Salimi, Seyfollah Soleimani, Vahid Rafe, Davood Khodadad

“…Recently, various evolutionary algorithms, such as Genetic Algorithms and Particle Swarm Optimization, have been applied to detect deadlock states. …”
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Radiation dosimetry performance appraisal of the optimal concentration of nitro blue tetrazolium dye in PVA composite film at low X-ray doses by Reham Albejadi, Saleh Alashrah, Yassine El-Ghoul, Zabih Ullah, Saleh A. Almatroodi

“…To meet this requirement, a composite film has been developed using polyvinyl alcohol (PVA) polymer and nitro blue tetrazolium (NBT) dye to measure low radiation doses effectively. …”
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Optimized Enzymatic Extraction of Phenolic Compounds From Jabuticaba Peels Using Auricularia fuscosuccinea by Romina O. Coniglio, Gabriela V. Díaz, Mayra F. Bordaquievich, Carlos G. Altamirano, Edgardo O. Albertó, Pedro D. Zapata

“…The enzymatic cocktail was obtained by cultivating the fungus on three agricultural residues: sugarcane bagasse, cassava bagasse, and jabuticaba peels. A central composite design was carried out to optimize the conditions for the cocktail enzyme‐assisted extraction (pH, temperature and time), using total phenolic content and antioxidant activity (DPPH assay) as response variables. …”
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A hybrid hierarchical health monitoring solution for autonomous detection, localization and quantification of damage in composite wind turbine blades for tinyML applications by Nikhil Holsamudrkar, Shirsendu Sikdar, Akshay Prakash Kalgutkar, Sauvik Banerjee, Rakesh Mishra

“…Further, Damage detection and localization are challenging in curved composites due to their anisotropic nature, edge reflections, and generation of higher harmonics. …”
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Optimization, purification and antioxidant potential of polyphenol ultrasonic-assisted extraction from pecan 'Shaoxing' green husk by Tian Hu, Fei Wang, Zhe Zhao, Kaifeng Hu, Chunhua Zhou

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Development of co-doped ZnS-CdS quantum dots based composite sensor for the detection of cefixime (CXM) and tetracycline (TET), and application in real samples from local dairies by Shakiba Javaheri, Fatemeh Keshavarzi, Changiz Karami

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Mature green tea leaves derived CDs as both reducing agent and stabilizer for synthesis of CD-AgNPs composite for Hg(II) ions detection by Swagata Patra, Animes K. Golder, Ramagopal V.S. Uppaluri

“…A stable CD-AgNPs composite system has been synthesized with the carbon dots (CDs) that were synthesized from mature green tea leaves as a reducing and stabilizing agent. …”
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Aptamer/Dopamine Molecularly Imprinted Polymer Composite Based pH Stability Improved Electrochemical Sensor for Simultaneous Detection of Cd(Ⅱ) and Hg(Ⅱ) by Xinyu Fang, Xinna Liu, Jiahao Sha, Nianxin Zhu, Yihang Yang, Tai Ye, Hui Cao, Min Yuan, Liling Hao, Fei Xu

“…In this study, an ultra‐sensitive electrochemical sensor was successfully constructed based on aptamer/dopamine molecularly imprinted polymer composite material, to explore the simultaneous detection of Cd(II) and Hg(II). …”
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