Development and optimization of a neural network model using genetic algorithm to predict the performance of a packed bed reactor treating sulphate-rich wastewater by Manoj Kumar, Rohil Saraf, Shishir Kumar Behera, Raja Das, Mansi Aliveli, Arindam Sinharoy, Eldon R. Rene, Ravi Krishnaiah, Kannan Pakshirajan

“…Using genetic algorithm (GA) with appropriate objective functions, optimal sets of inputs were obtained to ensure maximum RE at a minimum HRT. …”
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Machine learning-based model for CD4+ conventional T cell genes to predict survival and immune responses in colorectal cancer by Zijing Wang, Zhanyuan Sun, Hengyi Lv, Wenjun Wu, Hai Li, Tao Jiang

“…The immunological responses to cancer heavily rely on the function of CD4Tconv. Despite this critical role, prognostic studies on CRC-related CD4Tconv remain insufficient. …”
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Eeg-based detection of epileptic seizures in patients with disabilities using a novel attention-driven deep learning framework with SHAP interpretability by Tawfeeq Shawly, Ahmed A. Alsheikhy

“…We articulate the mathematical characteristics of feature selection driven by NAM, delineate the convergence attributes of the loss function, and present measures of explainability through Shapley Additive Explanations (SHAP). …”
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Harnessing greylag goose optimization for efficient MPPT and seven-level inverter in renewable energy systems by K. Rajaram, R. Kannan

“…The inverter THD output voltage was used as the objective function, and the proposed method is particularly beneficial in agricultural settings. …”
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Designing a new tomato leaf disease classification framework using ran-based adaptive fuzzy c-means with heuristic algorithm model by Kanti Rongali Divya, Rao Gottapu Sasibhushana, Aruna Singam

“…The images related to tomato leaves are aggregated in the initial phase through online sources. Then, the images are forwarded to the pre-processing phase. …”
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Social Confrontation with Menstruation: A Feminist Ethnography of Menstrual Experience among Female Instagram Users by Rana Mohammad Taghinejad Esfahani, Majid Movahed, Halimeh Enayat, Aliyar Ahmadi

“…Materials & MethodsThis research employed feminist ethnography, utilizing Charmaz Grounded Theory for data analysis. …”
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Chromosome-level genome assembly of the parasitoid wasp Aenasius arizonensis by Wan-Ying Dong, Tian-Yu Huang, Sheng-Yuan Zhao, Juan Zhang, Yang Lei, Jun Huang, Zhong-Shi Zhou, Yao-Bin Lu

“…Genome annotation reveals 11,727 protein-coding genes, with 10,842 (92.45%) genes functionally annotated. In summary, our chromosome-level genome assembly serves as a significant resource for advancing research on Encyrtidae parasitoids.…”
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A Study on the Possibility of Molecular Communication between Honey Bees and Sunflower through the Interspecies Transfer of Small RNAs by Leila Gharehdaghi, Gholamhosein Tahmasbi, Taher Harkinezhad

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Contribution of health system governance in delivering primary health care services for universal health coverage: A scoping review. by Resham B Khatri, Aklilu Endalamaw, Daniel Erku, Eskinder Wolka, Frehiwot Nigatu, Anteneh Zewdie, Yibeltal Assefa

“…<h4>Conclusion</h4>PHC service delivery is closely linked to HSG functions, which include formulating strategic policies and plans responsive to evolving epidemiological and demographic needs, utilizing digital tools, decentralizing resources, and fostering multisectoral actions. …”
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Multi-objective particle swarm optimization algorithm-based method for optimal placement and sizing of distributed generations and shunt capacitors in a radial distribution network by Pinank Patel, Nagaraj Patil, Ahmed Mohsen, Aditya Kashyap, Nofal Adrees Hasan, Karthikeyan A, Dhirendra Nath Thatoi, Deepak Gupta, Alireza kamranfar

“…Various technologies, such as photovoltaic cells, wind turbines, combustion engines, and fuel cells, can be utilized as DG sources, depending on geographic suitability. …”
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Tokenization of creativity: user motivation, consensual value and Chinese copyright law by R. A. Budnik

“…We constructed the non-fungible token owner's moral right consisting of two powers: the right to designate one's name as the owner of a token for a specific creative product and to demand such an indication from others; and also, as a duty of NFT platforms to support the function of informing about the name or pseudonym of the token's owner.Analysis of the appropriate accumulated knowledge, development, and verification of formulated hypotheses on tokenized works' consensual value and additional economic utility, allowed us to achieve the goals of this study. …”
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Carbon Sequestration Potential of Paddy Soil in China under the Carbon Peaking and Carbon Neutrality Goals by Longlong Bai, Yaqi Sheng, Lili Xu, Xiang Gao, Yongxin Zhang, Jinsong Deng

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An Improved Rule-Based Energy Management System: Effective Solution to Achieve Collaborative Control of Batteries in Multi-Prosumers Community Microgrid by Jiawei Huang, Chengxiong Mao, Bin Liu, Dan Wang, Rui Gao, Bo Gu

“…The integration of renewable energy sources into community microgrids is increasingly critical for reducing reliance on utility grids and promoting local energy consumption. …”
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Parent–Child Adaptive Responses for Digital Resilience by John P. Ziker, Jerry Alan Fails, Kendall House, Jessi Boyer, Michael Wendell, Hollie Abele, Letizia Maukar, Kayla Ramirez

“…Life history theory informs our approach to the development of parental control software that favors skill building and encourages parent–child discussions supporting child executive function and resilience to risks.…”
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NUDT1 Could Be a Prognostic Biomarker and Correlated with Immune Infiltration in Clear Cell Renal Cell Carcinoma by Yongshuai Lin, Facai Zhang, Yinling Jin, Quliang Zhong, Weiwei Tan, Jinyang Liu, Zhiping Wu

“…Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) were utilized to explore the function of differential genes in low- or high-expression group of NUDT1. …”
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Insights from lncRNAs Profiling of MIN6 Beta Cells Undergoing Inflammation by Chuntao Sun, Lihua Xue, Ziyang Zhu, Fan Zhang, Ruixue Yang, Xuewen Yuan, Zhanjun Jia, Qianqi Liu

“…Additionally, a lncRNA-mRNA coexpression network was constructed to predict the interactions between the most strikingly regulated lncRNAs and mRNAs. This study may be utilized as a background or reference resource for future functional studies on lncRNAs related to the diagnosis and development of new therapies for T1DM.…”
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Impact of length of stay on diagnostic yield in the epilepsy monitoring unit: A multi‐center retrospective 12‐year Veterans Health Administration study by Maximillian S. Feygin, Autumn Smith, Sruthi Gopinath Karicheri, Khadar Haroun, Omar Khan, Maria R. Lopez, Stephan Eisenschenk, John Jones, Stephanie Reeder, Alan R. Towne, Christopher Ransom, Karen Medin, James Chen, Tung Tran, Nina I. Garga, Noemi Rincon‐Flores, Marissa Kellogg, Steven Tobochnik, Zulfi Haneef, the Veterans Epilepsy Learning, Collaborative Research, and Operations (VELCRO) investigators

“…Further investigations of EMU resource utilization based on individual goals of monitoring are necessary to better examine and improve efficiency. …”
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Optimizing ecological security models in typical arid areas: integrated assessment and sustainable management by Juan Yang, Jianghua Zheng, ChuQiao Han, Binbin Lu, Wenjie Yu, Zhe Wang, Jiale Wu, Linzhi Han

“…This study highlights the urgent need to construct ecological security pattern (ESP) that preserves critical ecosystem functions and strengthen ecological security in Northwest China. …”
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Energy security assessment in rural communities in Brazil: A contribution to public policies by Wesly Jean, Marcel Bursztyn, Elton S. Oliveira, Júlia Lopes, Guadalupe Sátiro, Saulo Rodrigues Filho, Diego Lindoso, Juliana Dalboni Rocha, Nelson Bernal, Daniela Nogueira

“…Additionally, QGIS software was utilized to create thematic maps by categorizing defined classes and using the raster calculator function. …”
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Comprehensive behavioural study of senescence-accelerated mouse prone 8 and senescence-accelerated mouse prone 10 by Hiroshi Ueno, Yu Takahashi, Shinji Murakami, Kenta Wani, Tetsuji Miyazaki, Yosuke Matsumoto, Motoi Okamoto, Takeshi Ishihara

“…Conclusion: Together, these findings highlight the utility of SAMP8 and SAMP10 mice as models for studying age-related functional decline in the brain.…”
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