Efficient Removal of Tartrazine Yellow Azo Dye by Electrocoagulation Using Aluminium Electrodes: An Optimization Study by Response Surface Methodology by Senka Gudić, Nikša Čatipović, Marija Ban, Sandra Svilović, Nediljka Vukojević Medvidović, Andrei Rotaru, Ladislav Vrsalović

“…The experiments were conducted in a batch reactor according to the experimental plan developed in Design-Expert software, which was also used for the evaluation of the obtained results. …”
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Bridging the Regulatory Divide: A Dual-Pathway Framework Using SRA Approvals and AI Evaluation to Ensure Drug Quality in Developing Countries by Sarfaraz K. Niazi

“…<b>Results:</b> The proposed framework addresses key regulatory capacity gaps through two complementary pathways: Pathway 1 enables same-batch distribution from SRA-approved products with pricing parity mechanisms. …”
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Temporal and Modality Awareness-Based Lightweight Residual Network With Attention Mechanism for Human Activity Recognition Using a Lower-Limb Exoskeleton Robot by Chang-Sik Son, Won-Seok Kang

“…In addition, existing models frequently overlook the complementary nature of multimodal sensor signals, focusing primarily on temporal dynamics while underutilizing modality-specific information. …”
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From waste to resource: King coconut biochar as a green adsorbent for bisphenol A removal by Hashinika Matharage, Mahesh Jayaweera, Nilanthi Bandara, Jagath Manatunge, Daham Jayawardana, Janith Dissanayake

“…Kinetic studies demonstrated that the pseudo-second-order model accurately represented the adsorption dynamics, implying chemisorption as the rate-limiting step. …”
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Transparent, flexible graphene–ITO-based neural microelectrodes for simultaneous electrophysiology recording and calcium imaging of intracortical neural activity in freely moving m... by Miao Yuan, Fei Li, Feng Xue, Yang Wang, Baoqiang Li, Rongyu Tang, Yijun Wang, Guo-Qiang Bi, Weihua Pei

“…Abstract To understand the complex dynamics of neural activity in the brain across various temporal and spatial scales, it is crucial to record intracortical multimodal neural activity by combining electrophysiological recording and calcium imaging techniques. …”
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Effect of Microbial Biomass on Formation of Structurally Incorporated Uranium in Iron Oxides and Their Geochemical Behavior by XIA Qingyin

“…The differential behavior of uranium in goethite and magnetite formed under varying biomass conditions underscores the need for careful consideration of microbial dynamics in bioremediation strategies and the management of uranium-contaminated sites.…”

Data-driven strategies for digital native market segmentation using clustering by Md Ashraf Uddin, Md. Alamin Talukder, Md. Redwan Ahmed, Ansam Khraisat, Ammar Alazab, Md. Manowarul Islam, Sunil Aryal, Ferdaus Anam Jibon

“…Leveraging an open-access prototype dataset from social networking sites (SNS), our study employs a variety of clustering techniques, including Kmeans, MiniBatch Kmeans, AGNES, and Fuzzy C-means, to uncover hidden interests of teenage consumers from SNS data. …”
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Automated quantitative analysis of coat and skin coloration in laboratory animals by V. A. Prikhodko, U. V. Nogaeva, D. Yu. Ivkin, S. V. Okovityi

“…The algorithm does not require the use of specialized software, is fast and straightforward, and can be employed for batch image processing to obtain quantitative data for further statistical analysis.…”
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Cu⁰-Functionalized, ZIF-8-Derived, Nitrogen-Doped Carbon Composites for Efficient Iodine Elimination in Solution by Jiuyu Chen, Chensheng Gao, Jingwen Chen, Fei Liu, Zhiwen Liu

“…The presence of an appropriate amount of Cu⁰ particles could increase the specific surface area of Cu@Zn-NC. The subsequent batch adsorption results demonstrated that the as-fabricated composites showed high I₂ adsorption amounts (1204.9 mg/g) and relatively fast dynamics in an iodine–cyclohexane solution when the Cu content was 30% and the pyrolysis temperature was 600 °C, outperforming the other Cu-based materials. …”
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Exploring the molecular characteristics of inflammatory bowel disease from the perspective of hypoxia-related genes by Lei Zheng, Lin Mou, Lingying Hao, Rui Chen, Yifei Wang, Miao Yu, Xueyan Zhang

“…Data preprocessing involved mitigating batch effects via the sva package and normalizing with the limma package. …”
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Efficiently enriched Ni, Co, and Zn with (NH4)2S-SDD combined system in MnSO 4 electrolyte by Panpan Mu, Xiaoguang Zhang, Gang Fang, Guosai Jiang, Zhe Tan, De’an Pan

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Taxonomic structure of bacterial communities in sourdoughs of spontaneous fermentation by V. K. Khlestkin, M. N. Lockachuk, O. A. Savkina, L. I. Kuznetsova, E. N. Pavlovskaya, O. I. Parakhina

“…Two spontaneously fermented sourdoughs were studied: dense rye sourdough and liquid rye sourdough, both prepared using the same batch of peeled rye flour. To study the taxonomic structure of the sourdough microbiome in dynamics, the method of high-throughput sequencing of 16S rRNA gene fragments of microorganisms was used. …”
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A Review of the Modeling of Adsorption of Organic and Inorganic Pollutants from Water Using Artificial Neural Networks by Hilda Elizabeth Reynel-Ávila, Ismael Alejandro Aguayo-Villarreal, Lizbeth Liliana Diaz-Muñoz, Jaime Moreno-Pérez, Francisco Javier Sánchez-Ruiz, Cintia Karina Rojas-Mayorga, Didilia Ileana Mendoza-Castillo, Adrián Bonilla-Petriciolet

“…Overall, the studies on adsorption modeling with artificial neural networks have focused mainly on the analysis of batch processes (87%) in comparison to dynamic systems (13%) like packed bed columns. …”
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Single-stage separation and quantitation of anionic and cationic forms of transition metals from environmental water using organo-functionalized ordered mesoporous silica by Natalia Kobylinska

“…A simple methodology was proposed for the separation and quantitation of toxic heavy metals (Pb2+, Cr3+, Cu2+, Mn2+, Cd2+, CrO42- and MnO4-) in the fixed-bed column and batch adsorption experiments using functionalised mesoporous silicas. …”
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Investigation on Evolutionary Computation Techniques of a Nonlinear System by Tran Trong Dao

“…A nonlinear mathematical model is required to describe the dynamic behaviour of batch process; this justifies the use of evolutionary method of the EAs to deal with this process. …”
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A scRNA-seq reference contrasting living and early post-mortem human retina across diverse donor states by Luning Yang, Yiwen Tao, Qi Pan, Tengda Cai, Yunyan Ye, Jianhui Liu, Yang Zhou, Yongqing Shao, Quanyong Yi, Zen Huat Lu, Lie Chen, Gareth McKay, Richard Rankin, Weihua Meng

“…Additionally, by comparing living and post-mortem samples, our study highlights differences in transcriptional dynamics: living tissue preserved coherent RNA velocity streams, enabling clear dynamic state transitions, while post-mortem tissue exhibited disorganized patterns. …”
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Exploring potential of tobramycin complexes for combating biofilms: In silico and In vitro studies by Vividha Dhapte-Pawar, Bhumika Kothe, Rama Bhadekar

“…The viscosity of the F2 batch remained within acceptable limits and was stable at 40 ± 0.5 °C and 75.0 ± 5 % RH. …”
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Human Schwann Cell-Derived Extracellular Vesicle Isolation, Bioactivity Assessment, and Omics Characterization by Khan A, Oliveira J, Lee YS, Guest JD, Silvera R, Pressman Y, Pearse DD, Nettina AE, Goldschmidt-Clermont PJ, Al-Ali H, Williams I, Levi AD, Dietrich WD

“…The predominance of triacylglycerol and phosphatidylcholine suggested its role in cellular membrane dynamics essential for axon regeneration and inflammation mitigation. …”
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Preparation of Ammonium Phosphotungstate Composite Loaded with Silica-calcium Alginate Hybrid Material and Its Adsorption Performance for Cs+ by DIAO Xinya1, 2, FAN Ye1, 2, HAO Lecun1, 2, ZHAO Xin1, 2, JIN Qiang1, 2, , CHEN Zongyuan1, 2, GUO Zhijun1, 2

“…The prepared composite was characterized using scanning electron microscopy (SEM), Fourier transform infrared (FT-IR) spectra, X-ray fluorescence (XRF), X-ray diffraction (XRD), N2 adsorption/desorption isotherms and the universal testing machine, and its adsorption performance for Cs+ in strong acidic solution was determined using both batch-type and dynamic column experiments in terms of the kinetics, equilibrium capacity and selectivity. …”

Long time-series and high-frequency ecological evaluation of Henan section of the Yellow River by Jianzhong Guo, Daozhu Xu, Jian Xu, Ruoxin Zhu, Ning Li

“…So the research tends to select images from limited periods, making it difficult to conduct batch calculations of high-frequency, long-term sequence, and multi-time scales of ecological environment quality automatically, dynamically, and rapidly. …”
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