Multivariate machine learning algorithms for energy demand forecasting and load behavior analysis by Farhan Hussain, M. Hasanuzzaman, Nasrudin Abd Rahim

“…Critical hyperparameters, such as the number of hidden neurons in ANN and the number of input membership functions in ANFIS, are optimized to effectively capture uncertainties in load patterns. …”
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Globimetula braunii prevents hyperglycemia, oxidative damage, and hepatorenal dysfunction in dexamethasone-induced insulin-resistant rats by David Miaffo, Kilenma Kolefer, Elizé Dadaya, Barthelemy Maidadi, Abba Talba Mahamad, Albert Kamanyi

“…The present work aimed to evaluate the protective effects of aqueous leaf extract of G. braunii (EGB) on rats rendered insulin-resistant by dexamethasone. …”
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Piezo1 induces mitochondrial autophagy dysfunction leading to cartilage injury in knee osteoarthritis by Likai Yu, Zishan Su, Di Tian, Shangqi Liu, Li Zhang, Zeen Wang, Shaobo Guo, Wenhui Zhu, Peimin Wang, Nongshan Zhang

“…Methods In this study, we employed various techniques to assess the effects of mechanical stress on knee joint cartilage in vivo and in vitro experiments. …”
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Ornithine decarboxylase antizyme 2 (OAZ2) in human colon adenocarcinoma: a potent prognostic factor associated with immunity by Yiheng Liu, Shengjie Zhang, Wenjie Liao, Jun Qian, Cuihua Lu, Li Jin

“…Overexpression of OAZ2 in RKO colorectal cancer cells significantly reduced their proliferation rate and impaired migration, confirming the functional impact of OAZ2 dysregulation in COAD. Gene Set Enrichment Analysis (GSEA) highlighted the involvement of OAZ2 in cardiac muscle contraction and oxidative phosphorylation pathways. …”
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Impact of pancreatic cell-engineered constructs on the islet apparatus in recipient rats with type I diabetes mellitus by N. V. Baranova, L. A. Kirsanova, G. N. Bubentsova, A. S. Ponomareva, A. O. Nikolskaya, Yu. B. Basok, V. I. Sevastianov

“…Morphological examination of the pancreatic islet apparatus in the experimental animals revealed that implantation of the PCEC had a be- neficial effect on restoration of the recipient’s pool of functionally active beta cells, serving as a trigger for the regenerative process.…”
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Investigation into the monitoring and control of mechanical dynamics in inclined mining equipment utilizing digital twin technology by Panshi XIE, Hang YANG, Yongping WU, Baofa HUANG, Weidian LIN, Leilei YI

“…Ultimately, the feasibility and efficacy of this system are corroborated through a multi-functional, variable-angle large-scale "support-surrounding rock" system physical simulation platform. …”
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GNSS-Based Monitoring Methods for Mining Headframes by Xu Yang, Zhe Zhou, Yanzhao Yang, Xinxin Yao, Chao Liu, Lei Liu, Shicheng Xie

“…This study introduces an innovative GNSS-based monitoring system designed to evaluate deformation in mining headframes, effectively addressing the limitations of traditional methods, such as inadequate real-time capabilities and complex data processing requirements. …”
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Three-Dimensional Object Recognition Using Orthogonal Polynomials: An Embedded Kernel Approach by Aqeel Abdulazeez Mohammed, Ahlam Hanoon Al-sudani, Alaa M. Abdul-Hadi, Almuntadher Alwhelat, Basheera M. Mahmmod, Sadiq H. Abdulhussain, Muntadher Alsabah, Abir Hussain

“…To address this issue, this paper develops a novel mathematical model to embed the kernel directly into the OPs functions, seamlessly integrating these two processes into a more efficient and accurate approach. …”
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Updates on WHO 5th edition classification, molecular characteristics and tumor microenvironment of adrenocortical carcinomas by Yuto Yamazaki, Yuta Tezuka, Yoshikiyo Ono, Fumitoshi Satoh, Hironobu Sasano, Takashi Suzuki

“…In addition, possible effects of glucocorticoid excess in functional ACCs on the tumor microenvironment have also been examined, and the utility of immune checkpoint inhibitors is being explored at this juncture.…”
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Research progress on optimization strategies and applications of photocatalytic antibacterial activity of graphitic carbon nitride by Wenhui LI, Ruopeng WANG, Yuhe HAN, Sai WANG, Yumei ZHANG, Qiong LU, Jing AN

“…However, factors such as easy recombination of photogenerated electron(e-)-hole(h+) pairs, incomplete sunlight absorption, small specific surface area, and poor adsorption properties of g-C3N4 photocatalysts leaded to low photocatalytic efficiency, limiting their antibacterial effectiveness. To overcome these problems, strategies such as morphology control, precious metal deposition, element doping, and heterostructure construction were employed to functionalize g-C3N4 and fully activated its antibacterial potential. …”
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Fabrication of Polygonatum cyrtonema Hua Flavonoid-AgNPs and its PLA Composite Active Film for Extending the Shelf Life of Frozen Litchi by Zhihong Wang, Song Wang, Yingle Chen, Liu Yang, Zhiwen Qi, Lei Zeng

“…These findings establish PC-AgNPs/PLA as a dual-functional active packaging material that synergistically combines antioxidant reinforcement, antimicrobial protection, and physiological regulation for postharvest fruit preservation.…”
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Metagenomic Analysis of the Rhizosphere Microbiome of <i>Poa alpigena</i> in the Qinghai Lake Basin Grasslands by Yahui Mao, Shuchang Zhu, Hengsheng Wang, Wei Ji, Kelong Chen

“…This study aimed to investigate the effects of <i>P. alpigena</i> on the microbial community composition and structure in rhizosphere and non-rhizosphere soils in the Qingbaya grassland area. …”
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Adsorptive removal of Pb2+ from wastewater using ZnO-Biochar nanocomposite by Hifsa Mudassar, Kiran Hina, Usman Ghani, Qadeer Afzaal, Anis Ali Shah, Shifa Shaffique, Hosam O. Elansary

“…This study was conducted to determine how effectively the prepared ZnO-Biochar nanocomposite removed Pb²⁺ from wastewater. …”
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Nanodots of Transition Metal Sulfides, Carbonates, and Oxides Obtained Through Spontaneous Co-Precipitation with Silica by Bastian Rödig, Diana Funkner, Thomas Frank, Ulrich Schürmann, Julian Rieder, Lorenz Kienle, Werner Kunz, Matthias Kellermeier

“…Although the described method clearly requires optimization towards actual applications, the results of this study highlight the potential of bottom-up self-assembly for the synthesis of functional nanoparticles at mild conditions.…”
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Novel protocol for multiple-dose oral administration of the L-type Ca2+ channel blocker isradipine in mice: A dose-finding pharmacokinetic study by Tamara Theiner, Nadine J. Ortner, Herbert Oberacher, Gospava Stojanovic, Petronel Tuluc, Jörg Striessnig

“…High peak plasma concentrations of DHPs cause side effects, evident as DHP-induced aversive behaviors confounding the interpretation of behavioral readouts. …”
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Hypericin enhances superlubricity of glycerol by acting as graphene precursor by Paul Marie Zubieta-Laborde, Yun Long, Thomas Lubrecht, Graham L. W. Cross, Frédéric Dubreuil, Jean Michel Martin, Maria Isabel De Barros Bouchet

“…It is a small, flat organic molecule with a graphene-like core surrounded by oxidized functions, suggesting it could act as a graphene precursor in tribological contacts. …”
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Large-sized polystyrene microplastics induce oxidative stress in AML12 cells by Bitian Zhao, Rui Liu, Shuhao Guo, Shiyu Li, Zekai Huang, Yihan Wang, Cuiping Yu, Zhijun Hou, Yuanyuan Zhang, Yanlong Zhang, Xuedong Liu

“…Notably, surface functionalization with PS-NH2-MPs did not amplify these effects compared to pristine PS-MPs, indicating particle size dominate hepatocyte responses. …”
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Identification and characterization of soybean phytochrome-interacting factors and their potential roles in abiotic stress by Dewei Mu, Zhaowei Shui, Haoyu Guo, Hengke Jiang, Yuhan Liu, Liqiu Luo, Yanpeng Zhang, Xinxin Zhang, Jiaxin Yu, Shulin Liao, Liang Yu, Chunyan Liu, Junbo Du

“…It is proposed that GmPIF6c/GmPIL1 may exert an inhibitory effect on shade avoidance. This study elucidated the evolution, structural and functions of GmPIF family members. …”
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Optical and luminescence properties of carbon dot-doped sulphamic acid crystals: A potential candidate for LED and display technologies by B.R. Akshata, P.R. Deepthi, P. Mohankumar, Anu Sukhdev, Malathi Challa

“…Functional group analysis was conducted using FTIR spectroscopy, while SEM coupled with EDAX provided insights into surface morphology and confirmed CD incorporation. …”
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A Comprehensive Review of Detection Methods for <i>Staphylococcus aureus</i> and Its Enterotoxins in Food: From Traditional to Emerging Technologies by Assia Mairi, Nasir Adam Ibrahim, Takfarinas Idres, Abdelaziz Touati

“…Molecular methods, such as PCR and isothermal amplification, provide high specificity and speed for bacterial and toxin gene detection but cannot confirm functional toxin production. Sequencing-based approaches (e.g., WGS and MLST) deliver unparalleled genetic resolution for outbreak tracing but require advanced infrastructure. …”
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