Research on Underwater Sensor Network Adaptive Clustering Algorithm for Marine Environment Monitoring by Libin Xue, Chunjie Cao, Rongxin Zhu

“…This demonstrates that the algorithm can achieve efficient energy utilization and notably enhance network performance.…”
Get full text

Path Algebra-Driven Classification Solution to Realize User-Centric Performance-Oriented Virtual Network Embeddings by Stelios Prekas, Panagiotis A. Karkazis, Panagiotis Trakadas

“…The intense diversity of the Next-Generation Networking environments like 6G and the forthcoming deployment of immersive applications with varied user-specific requirements transform the efficient allocation of resources into a real challenge. …”
Get full text

Urgent surgical patient classification: Development and validation of a novel instrument using the Delphi approach by Priscila Buck de Oliveira Ruiz, Jaqueline Lopes Gouveia, Paula Buck de Oliveira Ruiz, João Daniel de Souza Menezes, Matheus Querino da Silva, Emerson Roberto dos Santos, Alba Regina de Abreu Lima, Vânia Maria Sabadoto Brienze, Júlio César André, Rita de Cássia Helu Mendonça Ribeiro

“…Developing an instrument to objectively identify the complexity of care required for each case is challenging. …”
Get full text

Optimizing resource allocation in industrial IoT with federated machine learning and edge computing integration by Ala'a R. Al-Shamasneh, Faten Khalid Karim, Yu Wang

“…Simulations confirm the methods' low complexity and superior efficacy, highlighting reduced system delay and enhanced model accuracy. …”
Get full text

The analysis of sculpture image classification in utilization of 3D reconstruction under K-means++ by Xuhui Wang

“…Abstract This study aims to address the issues of accuracy and efficiency in sculpture image classification. Due to the diversity and complexity of sculpture images, traditional image processing algorithms perform poorly in capturing the sculptures’ intricate shapes and structural features, resulting in suboptimal classification and recognition performance. …”
Get full text

Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…Despite its potential to revolutionize the field, researchers are often encumbered by obstacles, such as the complexity of selecting optimal algorithms, the automation of data pre-processing steps, the necessity for adaptive feature engineering, and the assurance of model performance consistency across different datasets. …”
Get full text

Purification of Monoclonal Antibodies Using Chromatographic Methods: Increasing Purity and Recovery by Elnazalsadat Jafarzadeh Chehraghi, Parvin Akbarzadehlaleh, Karim Shamsasenjan

“…The purification of mAbs is a crucial stage in production, ensuring the elimination of impurities for a top-quality, safe, and efficient final product. Chromatographic methods including affinity chromatography, ion exchange chromatography, and hydrophobic interaction chromatography (HIC) are commonly utilized to selectively capture and purify mAbs from complex mixtures by exploiting their unique properties, such as antigen-binding specificity or their surface charge and hydrophobicity. …”
Get full text

Data Acquisition and Chatter Recognition Based on Multi-Sensor Signals for Blade Whirling Milling by Xinyu Li, Riliang Liu, Zhiying Zhu

“…Bladed components are essential in engines and propulsion systems, but their thin structures, complex geometries, and significant material removal rates during machining make them challenging to manufacture. …”
Get full text

Kretschmann configuration as a method to enhance optical absorption in two-dimensional graphene-like semiconductors by A. А. Guskov, N. V. Bezvikonnyi, S. D. Lavrov

“…When working with such thin structures, it is essential to consider numerous complex factors, such as resonance and plasmonic effects which can influence absorption efficiency. …”
Get full text

On the effects of tool nose radius in alleviating parasitic mechanisms for cutting of aluminum alloy by Sweta Baruah, James B. Mann, Srinivasan Chandrasekar, Balkrishna C. Rao

“…An optimal nose radius was identified that balances improved cutting performance with compromises in wear and surface quality, paving the way for frugal, low-cost solutions to enhance machining efficiency and sustainability. This work not only advances the theoretical framework of cutting mechanics but also offers practical insights for developing sustainable manufacturing processes through informed tool design and selection.…”
Get full text

Review on Biosynthesis of β-Nicotinamide Mononucleotide and Its Derivatives by WANG Zhaoying, GUO Xinhao, HUANG Xinhe, CHEN Zhuoyan, LIU Yueqi, LI Juan, CHEN Ning, FAN Xiaoguang

“…In contrast, biosynthesis, with its significant advantages of non-toxicity, mild processing conditions, high substrate specificity, strong product selectivity, and high conversion efficiency, has gradually become an ideal alternative for NMN production. …”
Get full text

Representation Learning of Multi-Spectral Earth Observation Time Series and Evaluation for Crop Type Classification by Andrea González-Ramírez, Clement Atzberger, Deni Torres-Roman, Josué López

“…Remote sensing (RS) spectral time series provide a substantial source of information for the regular and cost-efficient monitoring of the Earth’s surface. Important monitoring tasks include land use and land cover classification, change detection, forest monitoring and crop type identification, among others. …”
Get full text

An Orthogonal Protection Strategy for the Synthesis of Conotoxins Containing Three Disulfide Bonds by Hengyu Zhang, Lai Yue Chan, Huanhuan Zhang, Tao Jiang, David J. Craik, Wenqing Cai, Rilei Yu

“…We have developed a method for synthesizing conotoxins with three disulfide bonds using Mob, Trt, and Acm protection groups for regionally selective synthesis. This approach enabled the efficient synthesis of peptides with the desired disulfide bond connectivities independent of their sequences. …”
Get full text

A practical workflow to facilitate analysis of the emission dynamics of non-target BVOCs in terrestrial ecosystems by PTR-TOF-MS by Mathias Fontez, Joris Huguenin, Frédéric Jullien, Sandrine Moja, Magali Proffit, Florence Nicole

“…Proton Transfer Reaction Time-of-Flight Mass Spectrometry (PTR-TOF-MS) provides high-resolution, real-time tracking of volatile organic compounds (VOCs), yet its analytical workflows for complex mixtures are often underexplored. This study presents a flexible data analysis workflow tailored for PTR-TOF-MS, designed to manage datasets with multiple replicates and experimental factors efficiently. …”
Get full text

Simultaneous Determination of Pyridine, Aniline and Nitrobenzene in Printing and Dyeing Wastewater by Headspace Gas Chromatography-Mass Spectrometry by Yue WU, Yongzhong LAI, Guoyong LU, Xiaosheng LIN, Shusheng LIANG, Wenshuai XU

“…This method improves the detection efficiency, and is of significance for the simultaneous monitoring of pyridine, aniline, and nitrobenzene in printing and dyeing wastewater.…”
Get full text

Chromosome-Level Genome Assembly and Comparative Transcriptome Analyses Identified Energy Conservation as a Key Strategy for Anadromous Adaptation of the Hilsa Shad, <i>Tenualosa i... by Kishor Kumar Sarker, Liang Lu, Roland Nathan Mandal, Md Rashedur Rahman, Anirban Sarker, Mohammad Abdul Baki, Chenhong Li

“…We observed rapid expansion of gene families to facilitate efficient signaling and osmotic balance, as well as a substantial selection pressure in metabolism regulatory genes, potentially relevant to a highly anadromous fish. …”
Get full text

A pH-responsive production of hydroxyl radical in Fenton process by Pengyi Wang, Fan Kang, Xiangbin Huang, Zhipeng Luo, Jing Zou, Min Yang, Meng Sun, Xin Yu, Huabin Zeng

“…Within the pH range of 7.0–10.0, the coexistence of [Fe2+-EDTA]2− and [Fe3+-OH-EDTA]2− complexes facilitates efficient electron transfer, resulting in the selective and sustained production of •OH radicals. …”
Get full text

Legal support for the use of natural therapeutic resources in sanatorium and resort treatment of the population by V. V. Kostytsky, V. D. Sydor, I. O. Kostytska

“…It has been established that natural therapeutic resources include mineral and thermal water, medical mud and ozokerite, sea and lake brine, sea water, natural objects and complexes with favorable climatic conditions. It has been substantiated that sanatorium and spa treatment is an important part that provides continuity and complexity of medical rehabilitation measures. …”
Get full text

Fungi in Horticultural Crops: Promotion, Pathogenicity and Monitoring by Quanzhi Wang, Yibing Han, Zhaoyi Yu, Siyuan Tian, Pengpeng Sun, Yixiao Shi, Chao Peng, Tingting Gu, Zhen Li

“…This review provides a comprehensive understanding of the complex roles of fungi in horticulture and explores innovative detection and management strategies.…”
Get full text

Balancing Depth for Robustness: A Study on Reincarnating Reinforcement Learning Models by Gang Li, Zhuxiao Wang, Shaowei He, Xiyuan Chen, Yunlei Xie, Jiajun Hu, Kehe Wu, Jingping Jia

“…While deeper networks risk overfitting, shallower architectures struggle to cope with complex task dynamics. Our results highlight the key role of adaptive depth in enhancing the generalization, stability, and efficiency of RRL models.…”
Get full text