Characteristics and Mechanisms of Simultaneous Quinoline and Ammonium Nitrogen Removal by a Robust Bacterium <i>Pseudomonas stutzeri</i> H3 by Jie Hu, Bing Xu, Jiabao Yan, Guozhi Fan

“…Therefore, the pressing need for an effective treatment method has become increasingly evident. A robust bacterium <i>Pseudomonas stutzeri</i> H3 capable of simultaneous organic and inorganic nitrogen removal was isolated from the activated sludge in the coking wastewater treatment system. …”
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Modern approaches to surgical treatment of individual uterine fibroids in pregnant women: ethics and pathology (literature review) by A. A. Azizova, K. Ya. Kashnikova, A. A. Andrushchenko, Kh. A. Nadzhafov, E. I. Pogiba, M. A. Sergievskiy

“…The relevance of this topic is due to the growing number of pregnant women with fibromyomas, which requires the development of optimal treatment strategies. The aim of the study is to analyze modern methods of surgical intervention for uterine fibromyoma in pregnant women, as well as to assess the ethical aspects and possible risks associated with such interventions. …”
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Stochastic energy management of DC photovoltaic microgrids using Markov decision process by Mohamed Aatabe, Rachid Latif, Mohamed I. Mosaad, Shimaa A. Hussien

“…The increasing reliance on renewable energy sources, particularly photovoltaic (PV) systems, in off-grid applications presents a critical challenge: managing energy supply under random load behavior and intermittent resource availability. …”
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Fitting nonlinear double sigmoid models to macauba fruit growth data using Bayesian inference by Edilene Cristina Pedroso Azarias, Natiele de Almeida Gonzaga, Édipo Menezes da Silva, Edilson Marcelino Silva, Tales Jesus Fernandes, Joel Augusto Muniz

“…It is used as a food and applied in the cosmetic and pharmaceutical industries. Macauba fruit is a source of raw material for oil and bioenergy production. …”
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RFSoC Modulation Classification With Streaming CNN: Data Set Generation &#x0026; Quantized-Aware Training by Andrew Maclellan, Louise H. Crockett, Robert W. Stewart

“…Evaluated on AMD&#x2019;s RFSoC2x2 development board, the design integrates General Matrix Multiplication (GEMM) optimisations and fixed-point arithmetic. We also present a method for creating Deep Learning (DL) data sets for wireless communications, incorporating the RFSoC into the data generation loop. …”
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Application of PS2M Aptamer as Receptor Layer for Electrochemical Detection of Lead Ions by Izabela Zaras, Olga Kujawa, Marcin Olszewski, Marta Jarczewska

“…Herein, we present studies on the electrochemical detection of lead ions using PS2M aptamer, which contains several guanine nucleotides, as the receptor element. Firstly, the method of aptamer-based layer fabrication was optimized along with the choice of a redox active indicator, which was a source of current signal. …”
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A framework for optimisation and techno-economic analysis of CO2 pressurisation strategies for pipeline transportation by Andreasen Anders, Bonto Maria, Montero Fernando

“…The presented framework is developed based on open-source components and information available in the public domain. …”
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An Enhanced Approach for Remaining Useful Life Prediction of Bearings Using Incomplete Lifecycle Data by Xunmeng An, Chao Zhang, Caiye Liu, Wentao Zhao

“…Accurately predicting the remaining useful life (RUL) of rolling bearings is crucial for ensuring optimal equipment operation and timely maintenance. …”
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Analysis of the main approaches to modeling management processes for special-purpose organizational and technical systems by A. V. Melnikov, A. A. Karavaev, A. O. Zheleznyakov

“…This circumstance will allow us to further develop methodological recommendations to improve the efficiency and validity of management decisions.Method. This work uses: formal models, structural models of objects, models under conditions of complete certainty, models under conditions of risk using a decision tree, models under conditions of uncertainty, mathematical programming models, quality models, efficiency models.Result. …”
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Exploring Task-Related EEG for Cross-Subject Early Alzheimer’s Disease Susceptibility Prediction in Middle-Aged Adults Using Multitaper Spectral Analysis by Ziyang Li, Hong Wang, Jianing Song, Jiale Gong

“…Time–frequency features were extracted using the Multitaper method, followed by multidimensional reduction techniques. …”
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Exploring Biomass Waste-Derived Biochar as a Catalyst for Levulinic Acid Conversion to γ-Valerolactone: Insights into Synthesis, Characterization, and Catalytic Performance by Joao Carlos Alves Macedo, Maryam Shirinkar, Richard Landers, André Henrique Rosa

“…The gelification method using alginate enhanced the ruthenium and iron content on the surface of the biochar. …”
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Blind super-resolution network based on local fuzzy discriminative loss for fabric data augmentation by Ning Dai, Xiaohan Hu, Kaixin Xu, Xudong Hu, Yanhong Yuan, Bo Cao, Luhong Shi

“…In the field of fabric defect detection, the development of algorithms has been hindered by issues such as poor quality and limited quantity of open-source datasets. Traditional data augmentation methods offer limited improvements in model performance, while generative data augmentation methods are plagued by difficulties in training generative models, susceptibility to artifacts, and the need for re-labeling. …”
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Evolution and Attribution Analysis of Habitat Quality in China’s First Batch of National Parks by Pengyue Dai, Yanfang Wang, Jinhong Ye, Jing Chen, Runze Li, Xiping Cheng

“…By integrating the land use transfer matrix with the InVEST model, we quantified habitat quality changes, while the geographical detector method was employed to analyze the key natural and socioeconomic drivers. …”
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Trends in electronic health record metadata use for management purposes by Nuo Xu, Ishwar Badwaik, Gunwoo Lee, Eric W. Ford

“…These trends are indicative of the growing importance of EHR metadata in management decision‐making, clinical quality improvement, and optimizing workforce efficiency. Conclusions EHR metadata holds great promise as a managerial and health service research source. …”
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Rooftop solar programme and citizens' perceptions for sustainable lifestyle: A study of Ahmedabad city, Gujarat by Shreya Dave, Venkat Ram Reddy Minampati, Parth Prajapati

“…The abundant solar energy source provides an immense scope to create ample opportunities to produce affordable and clean energy. …”
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Real-time fMRI pattern decoding and neurofeedback using FRIEND: an FSL-integrated BCI toolbox. by João R Sato, Rodrigo Basilio, Fernando F Paiva, Griselda J Garrido, Ivanei E Bramati, Patricia Bado, Fernanda Tovar-Moll, Roland Zahn, Jorge Moll

“…Although EEG-based neurofeedback has been long employed both in experimental and clinical investigation, functional MRI (fMRI)-based neurofeedback emerged as a promising method, given its superior spatial resolution and ability to gauge deep cortical and subcortical brain regions. …”
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Potential Use of Natural Zeolite and Green Shells in Biodiesel Production by Anggun Puspitarini Siswanto*, Intan Ardina Damayani

“…Waste cooking oil contains free fatty acids that can be processed into biodiesel using the help of heterogeneous catalysts. One source of heterogeneous catalysts that can be used is CaO, which can be found in green shells, where the CaO contained can be taken through the calcination process of green shells. …”
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A robust multi-scale clustering framework for single-cell RNA-seq data analysis by Songrun Jiang, Chunyan Wang, Qiucheng Sun, Zhi Zhang

“…To address these challenges, we introduce a new method, single-cell Multi-Scale Clustering Framework (scMSCF), which combines multi-dimensional PCA for dimensionality reduction, K-means clustering, and a weighted ensemble meta-clustering approach, enhanced by a self-attention-driven Transformer model to optimize clustering performance. scMSCF constructs an initial clustering framework using a multi-layer dimensionality reduction strategy to establish a robust consensus on clustering structure. …”
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An Experimental Study on Microalgae Oil Extraction Through Ultrasound-assisted Algasonic Machine by Widyastuti Endrika, Dewi Ratih, Putriajati Dela Ayu, Danny Ariella Melody, Prasetyo Joko

“…However, efficient, eco-friendly methods are needed to extract oil from microalgae. …”
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Religiosity and Social Support as Determinants of Self-Concept: A Case Study on Women Affected by Infidelity by Eva Fitria Yulianty, Siti Sekar Ayu Fadillah, S Zazirah, Yulina Eva Riany

“…Although religiosity does not instantly eliminate emotional pain, it serves as a significant source of strength, calm, and hope in the process of healing emotional wounds. …”
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