An echo state network based on enhanced intersecting cortical model for discrete chaotic system prediction by Xubin Wang, Pei Ma, Jing Lian, Jizhao Liu, Yide Ma

“…The model incorporates a neuron model with internal dynamics, including adaptive thresholds and inter-neuron feedback, into the reservoir structure. A Bayesian Optimization algorithm was employed for the selection of hyperparameters. …”
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Emotions d’élus et découpage territorial. Recompositions intercommunales dans l’aire urbaine havraise by Lilian Loubet

“…The cognitive sciences are also brought into play in order to analyse the cognitive structure of mayoral emotions. Every mayor of the inter-municipality who “joined the resistance” took part in semi-directive interviews carried out in the city hall on condition of anonymity. …”
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The driving role of extracellular polymeric substances in the bioelectrical conversion of petroleum hydrocarbons by rhizosphere microbial fuel cells: bioelectricity production, sub... by Lanmei Zhao, Yuru Wen, Lyu Can, Long Meng, Jian Liu, Dong Zhao

“…The positive correlations between the relative abundances of these bacteria and various metrics of bioelectricity generation and PHC bioconversion underscored the critical role of EPS in shaping microbial community structure and enhancing electron transfer efficiency through biofilm formation and stabilization. …”
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3D printed hernia mesh implant: a conformability study by Abhishek Barwar, Prateek Kala, Rupinder Singh, J. Paulo Davim

“…Primarily, in this study, the 3D models of the hernia mesh implant have been designed in the high-frequency structure simulator (HFSS) software, and the sensing behaviour of the same has been recorded. …”
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Nano-Curcumin Mitigates Doxorubicin-Induced Reproductive Toxicity via Antioxidant, Anti-Apoptosis, and SIRT1-Modulating Effects in Rat Model by Noha A. Alshuwayer, Qamraa H. Alqahtani, Marwa H. Hussein, Raeesa Mohammed, Abdulaziz Siyal, Iman H. Hasan

“…Moreover, NCR increased levels of gonadal hormones, attenuated histological abnormalities, and preserved testicular structure when compared with the DOX group. Conclusions: NCR treatment can effectively ameliorate DOX-induced testicular toxicity.…”
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Évaluation des techniques de mise en valeur des terres agricoles dans la commune de NIKKI by OLOUWAFÈMI CLARISSE AFOUDA; Abdou Hamidou SOULE; ABDOUL RAMANE ABDOULAYE

“…Comme dans de nombreuses communes rurales au Bénin, l’accès aux ressources naturelles est structuré par des facteurs à la fois traditionnels, administratifs et parfois par des conflits d’intérêts. …”
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Optimized DenseNet Architectures for Precise Classification of Edible and Poisonous Mushrooms by Jay Prakash Singh, Debolina Ghosh, Jagannath Singh, Anurag Bhattacharjee, Mahendra Kumar Gourisaria

“…This study’s primary goal is to enhance the precision and reliability of mushroom classification through deep learning by enhancing the DenseNet-121 structure. This is done through the implementation of more sophisticated model regularization techniques and automating the hyperparameter optimization process. …”
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The Effects of Different Types of Exercise on Pulmonary Inflammation and Fibrosis in Mice with Type 2 Diabetes Mellitus by Haoyang Gao, Xiaotong Ma, Ze Wang, Danlin Zhu, Yifan Guo, Linlin Zhao, Weihua Xiao

“…Additionally, exercise improved lung tissue structure, reduced collagen deposition, and decreased the expression of fibrosis-related markers. …”
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Chinese translation and validation of the Personalized Psychological Flexibility Index (PPFI) for medical college students by Yue Jiang, Tian Tian, Fanling Li, Jingwen Sun, Qian Guo, Duolao Wang, Xiaomei Li, Lei Yang

“…The confirmatory factor analysis (CFA, n2 = 440) showed that the three-factor structure fit well (χ2/ $$df$$ df =2.469, SRMR = 0.051, RMSEA = 0.058, GFI = 0.94, CFI = 0.985). …”
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LCFC-Laptop: A Benchmark Dataset for Detecting Surface Defects in Consumer Electronics by Hua-Feng Dai, Jyun-Rong Wang, Quan Zhong, Dong Qin, Hao Liu, Fei Guo

“…However, these datasets differ significantly in structure, defect types, and imaging conditions from those specific to consumer electronics. …”
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Morphological and Physico-Mechanical Properties of Nano-Graphene-Oxide from Sugarcane Bagasse for Polymer Composite Reinforcement by Harrison Okechukwu Onovo, Ademola Abiona Agbeleye, Theddeus Tochukwu Akano, Solomon Onaolapo Oyegbami, Kenechukwu Joshua Orafunam, Olugbenga Peter Odediran

“…XRD patterns exhibited a peak at 25°–30°, indicating partial restoration of the graphitic structure. Raman spectra featured dominant D and G bands, with additional peaks at 568, 1818, 2034, 2208, 2874, and 3050 cm⁻¹ that signal defects and residual biomass features. …”
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Electroacupuncture Exerts Anti-Obesity Effects by Affecting the Gut Microbiota and Upregulating Acetic Acid and 5-HT Levels in Obese Rats by Zhang J, Yang C, Xiong J, Qian H, Xie Y, Xie S, Luo Y, Yu J, Yu H, Xu J

“…Furthermore, it also improved the number, abundance, and structure of the gut microbiota in obese rats and increased acetic acid and 5-HT content. …”
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Studying the acids and amino acid composition of horse chestnut flowers by A. S. Chistyakova, A. D. Dunilin, O. V. Trineeva, A. S. Bolgov, A. A. Gudkova, A. I. Slivkin

“…One of the first steps in the formation of secondary metabolites of complex structure, participating in biochemical processes in the plant body, which have their own effect on the human and animal body, are organic acids (OA) and amino acids (AA). …”
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CONSIDERATION ABOUT A CONSERVACIONIST STUDY ABOUT THE MICRO BASINS HYDROGRAPHICS OF THE RIVERS DOS APERTADOS AND TRÊS BOCAS, NORTH OF PARANÁ – BRAZIL by Walquíria Machado, Ricardo Aparecido Campos, Nilza Aparecida Freres Stipp

“…The identification of the different kinds of predominant vegetables informs, chiefly, about the level of soil protection, since the vegetation is responsible for the protection against the impacts of the raindrops (splash), by the reduction of the speed of surface outflow (runoff), through the increasing of the land ruggedness and greater soil structure constitution that may offer greater resistance to the action of the erosive processes. …”
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Metastatic tumors of the orbit: clinical and instrumental diagnosis by A. G. Amiryan, S. V. Saakyan

“…Ultrasound data revealed a heterogeneous structure and an increased acoustic density of MOT. …”
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Gold@Mesoporous Polydopamine Nanocomposite Hydrogel Loaded with Estrogen for the Treatment of Skin Photoaging by Li D, Wang Y, Zhao W, Li L, Zhang P

“…Therefore, this study aims to explore the role of E2 in UVB-induced skin photoaging and to prepare a gold (Au)@mesoporous polydopamine (mPDA)-hyaluronic acid (HA)/carboxymethyl chitosan (CMCS) nanoparticle composite hydrogel (Au/E2@mPDA-HCG) for the treatment of skin photoaging.Methods: This study successfully fabricated mPDA with a well-defined mesoporous structure and incorporated Au NPs into the mesopores of mPDA using an in situ growth method, thereby constructing Au@mPDA NPs loaded with E2. …”
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Hydrogen-Rich Water Consumption for Acute and Residual Fatigue After Simulated Football Matches: Protocol for a Randomized, Double-Blinded, Placebo-Controlled, Parallel Trial by Michal Hruby, Karel Hulka, David Bernatik

“…If confirmed, these effects could enhance players’ readiness to return to high-intensity training and optimize the structure of microcycles in competitive periods. Additionally, understanding the recovery dynamics facilitated by HRW may inform evidence-based recovery strategies and support individualized player monitoring frameworks. …”
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Hybrid Convolutional Neural Network-Based Intrusion Detection System for Secure IoT Networks by Sami Qawasmeh, Ahmad Habboush, Bassam Elzaghmouri, Qasem Kharma, Da'ad Albalawneh

“…The training model defines the convolutional layer's structure, sliding window size, neuron connection weights, and outputs using the improved data. …”
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GC–MS, antioxidant, anti-inflammatory and in silico studies of the polyherbal formulation containing Mangifera indica, Psidium guajava, Cymbopogun citratus and Azadirachta indica by Ifeanyi Edozie Otuokere, Julian Ibeji Iheanyichukwu, Onuchi Marygem. Mac-kalunta, Chinedum Ifeanyi Nwankwo, Comfort Michael Ngwu, Stella Mbanyeaku Ufearoh, Brendan Chidozie Asogwa, Henry Chibueze Osiagor, Chukwuebuka Joseph Amajioyi

“…The MD simulation demonstrated that the hit compound exhibited a stable and flexible structure with the 2XO8 protein. Furthermore, the MPCA PHF compounds exhibited favourable ADMET predictions. …”
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Exploring the Dual Nature of Olive Husk: Fiber/Aggregate in Lightweight Bio-Concrete for Enhanced Hygrothermal, Mechanical, and Microstructural Properties by Halima Belhadad, Nadir Bellel, Ana Bras

“…These findings demonstrate the viability of OH as a new bio-based, multifunctional additive for fabricating thermally efficient, hygroscopically active, and structurally sound concretes suitable for sustainable construction.…”
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