Climate adaptation and resilience of biofiltration as a low-cost technological solution for water treatment – A critical review by Adedamola Adesomi Ali, Oliver Terna Iorhemen, Ronald W. Thring

“…The effectiveness of biofiltration stems from its utilization of microbial communities and natural processes, enabling it to adapt and recover from disruptions. …”
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Artificial Intelligence in Advancing Algal Bioactive Ingredients: Production, Characterization, and Application by Bingbing Guo, Xingyu Lu, Xiaoyu Jiang, Xiao-Li Shen, Zihao Wei, Yifeng Zhang

“…This review examines the multidimensional mechanisms by which AI enables and optimizes these processes: (1) AI-powered predictive models, integrated with machine learning algorithms (MLAs), Industry 4.0, and other advanced digital systems, support real-time monitoring and control of intelligent bioreactors, allowing for accurate forecasting of cultivation yields and market demand. (2) AI facilitates in-depth analysis of gene regulatory networks and key metabolic pathways, enabling precise control over the biosynthesis of targeted compounds. (3) AI-based spectral imaging and image recognition techniques enable rapid and reliable identification, classification, and quality assessment of active components. (4) AI accelerates the transition from mass production to the development of personalized medical and functional nutritional products. …”
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Structural and transport properties of newly synthesized ZSM-5 sourcing silica from coconut shell ash by Aparna Sarker, Abu Sufian Rabbi, Nasrin Akter Nadi, A. K. M. Lutfor Rahman, A.A. Momin, Khondoker Shahin Ahmed, Hasina Akhter Simol

“…ZSM-5 is a crucial catalyst in industrial chemistry and petrochemical processing, distinguished by its unique structural and chemical properties. …”
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Solutions to the Dilemma of Antibiotics Use in Livestock and Poultry Farming: Regulation Policy and Alternatives by Shimei Zheng, Yongchao Li, Cuihong Chen, Naiyu Wang, Fengxia Yang

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Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model by Tianchun Li, Wanting Zhu, Wenke Xia, Li Wang, Weiqi Li, Peiming Zhang

“…We developed the Bert-BiLSTM-Att_dropout model specifically for text classification tasks with small datasets, optimizing the model’s generalization ability and key information capture through the integration of dropout and attention mechanisms. …”
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Enhancing security in IIoT: RFID authentication protocol for edge computing and blockchain-enabled supply chain by Vikash Kumar, Santosh Kumar Das

“…By utilizing the real-time processing capabilities of edge computing and the decentralization and immutability of blockchain, the protocol enhances the security of data transmitted in the system. …”
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Genome-wide Analysis of CONSTANS-like (CqCOL) Transcription Factors in Quinoa (Chenopodium quinoa): Structural Diversity, Phylogeny, and Stress-Responsive Expression by Huyen Thi Thanh Tran, Gioi Huy Dong, Ha Duc Chu, Phi Bang Cao

“…Understanding the molecular mechanisms triggering its development and stress responses is crucial for crop improvement. …”
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Lossy Infrared Image Compression Based on Wavelet Coefficient Probability Modeling and Run-Length-Enhanced Huffman Coding by Yaohua Zhu, Ya Liu, Yanghang Zhu, Mingsheng Huang, Jingyu Jiang, Yong Zhang

“…In JPEG2000 compression, the MQ arithmetic encoder’s complexity slows down processing. Huffman coding can achieve O(1) complexity based on a code table, but its integer-bit encoding mechanism and ignorance of the continuity of symbol distribution result in suboptimal compression performance. …”
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Cultural and technological determinants of development and the quality of life and work by Zjalić Ljubica M.

“…This, certainly, also includes mechanisms that will determine the quality of life and the future of culture. …”
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Physical Activity to Counter Age-Related Cognitive Decline: Benefits of Aerobic, Resistance, and Combined Training—A Narrative Review by Wissem Dhahbi, Walid Briki, Andreas Heissel, Lutz Schega, Ismail Dergaa, Noomen Guelmami, Abdelfatteh EL Omri, Helmi Chaabene

“…However, combining concurrent training with cognitive tasks (i.e., dual-task training) is particularly effective and often outperforms aerobic exercise alone. - Cognitive and well-being improvements from aerobic and resistance training are mediated by mechanisms such as increased cerebral blood flow and oxygen delivery, enhanced neurogenesis, reduced oxidative stress and inflammation, and positive hormonal changes. - While the optimal exercise dosage for promoting cognitive health in older adults remains undetermined, empirical evidence indicates a positive correlation between increased exercise dosage and cognitive health improvements.…”
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Cluster randomized trial of a team communication training implementation strategy for depression screening in a pediatric healthcare system: a study protocol by Nicole A. Stadnick, Gregory A. Aarons, Hannah N. Edwards, Amy W. Bryl, Cynthia L. Kuelbs, Jonathan L. Helm, Lauren Brookman-Frazee

“…However, team effectiveness interventions have been shown to improve team processes and outcomes and can be applied in healthcare settings. …”
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Exploring the determinants of AIGC usage intention based on the extended AIDUA model: a multi-group structural equation modeling analysis by Xueyan Bai, Lin Yang, Lin Yang

“…Furthermore, the study examines the varying mechanisms of influence across different user groups and application scenarios, providing theoretical insights and practical guidance for optimizing and promoting GenAI technologies.MethodsDuring the data collection phase, this study employed a survey method to measure behavioral intentions and other key variables within the proposed framework. …”
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Sonodynamic and Acoustically Responsive Nanodrug Delivery System: Cancer Application by Jeong YG, Park JH, Khang D

“…Representative studies of these multimodal approaches are comprehensively presented, with a detailed discussion of their underlying mechanisms. Additionally, the application of audible sound waves in biological systems is explored, highlighting their potential to influence cellular processes and enhance therapeutic outcomes. …”
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Growth performance, flesh fatty acid profile and transcriptome analyses of hybrid Jinhu grouper (Epinephelus fuscoguttatus ♀ × Epinephelus tukula ♂) cultured in Deeper-Offshore Aqu... by Ziyi Wu, Wenjie Lai, Qinxi Dai, Zhenjiang Zou, Yuyou Lu, Jiachang Xu, Yakang Song, Jingpeng Hou, Haoran Lin, Yong Zhang, Jin Zhang, Danqi Lu

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Innovative aspects of customer relationship management in an ecosystem marketing environment by O. V. Godina, L. S. Maksimenko, Yu. V. Alekseenko, D. A. Kolominskaya

“…The results obtained will help optimize marketing processes, enhance the effectiveness of implementing innovative tools, and strengthen the company’s position in target markets. …”
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Alleviation of water stress in soybean symbiosis by salicylic acid and methyl jasmonate-activated Bradyrhizobium by Tetiana Nyzhnyk, Edyta Kiedrzyńska, Sergii Kots, Maciej Zalewski, Marcin Kiedrzyński

“…Methyl jasmonate 0.75 µM in combination with Bradyrhizobium stimulates nodulation and inhibites nitrogen fixation in soybean under both optimal and insufficient water supply.…”
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Functional Characteristics and Cellulose Degradation Genes of the Microbial Community in Soils with Different Initial pH Values by Li Jiang, Boyan Xu, Qi Wang

“…Soil pH critically regulates microbial community structure and activity, thereby influencing carbon transformation processes in terrestrial ecosystems. However, the mechanisms underlying pH-mediated shifts in microbial metabolic functions and cellulose-degrading functional genes remain poorly understood. …”
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Dynamics of HLB Transmission: Integrating Saturated Removal and Vector Bias in Spatial/Non-Spatial Models by Yang Liu, Yirong Gao, Fumin Zhang, Shujing Gao

“…However, reaction–diffusion processes do not alter the stability of the system’s equilibria, and the spatial system lacks complex dynamic properties. …”
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Self-Supervised Social Recommendation Algorithm Fusing Residual Networks by WANG Yujie, YANG Zhe

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Environmental characteristics of thermal utilization of waste with external and internal supply of thermal energy by A. V. Demin, G. V. Demina

“…When modeling gasification processes, a nonstoichiometric model was used, based on the assumption that a chemically reacting multicomponent mixture is in a state of thermodynamic and chemical equilibrium, which corresponds to the minimum value of the isobaric-isothermal potential. …”
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