Inverse imaging with elastic waves driven by unsupervised machine learning by Liyou Luo, Yaxi Shen, Jiawei Xi, Yabin Jin, Daniel Torrent, Jensen Li

“…Here, starting with an elastic wave imaging problem aimed at extracting material and geometry parameters, we handle this issue by adopting an unsupervised machine learning technique, variational autoencoder, to compress the observation data into a latent space whose dimensionality is leveraged to assess whether it is unique or not in the inverse process, based on readily accessible data from simulation configured to match experimental settings. …”
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BrickLLM: A Python library for generating Brick-compliant RDF graphs using LLMs by Marco Perini, Daniele Antonucci, Rocco Giudice, Marco Savino Piscitelli, Alfonso Capozzoli

“…For this reason, in this work the BrickLLM Python library is introduced, which addresses this issue by generating Brick-compliant Resource Description Framework graphs through Large Language Models, automating the process of converting natural language building descriptions into machine-readable metadata. …”
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Machine learning applied to the design and optimization of polymeric materials: A review by Sudarsan M. Pai, Karim A. Shah, Sruthi Sunder, Rodrigo Q. Albuquerque, Christian Brütting, Holger Ruckdäschel

“…Machine learning (ML) offers a promising solution to this issue. By leveraging ML algorithms, researchers can accelerate the design process, predict material properties more rapidly, and optimize formulations. …”
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Postoj studentů sociální pedagogiky k homoparentálním rodinám by Pavel Doulík, Jiří Škoda, Barbora Čechová, Zuzana Procházková

“…The data obtained were processed using descriptive methods of statistical analysis and further analyzed. …”
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Preservative Effect of Ginger Root (Zingiber officinale R.) Extract in Refined Palm Olein Subjected to Accelerated Thermal Oxidation by Fabrice Tonfack Djikeng, Hilaire Macaire Womeni, Mallampalli Sri Lakshmi Karuna, Bernard Tiencheu, Aduni Ufuan Achidi, Michel Linder, Rachapudi Badari Narayana Prasad

“…Oils and fats are susceptible to the oxidation of their unsaturated fatty acids during processing, storage, or handling. Oxidation reactions lead to serious damages to oil quality that makes it to be rejected by consumers for health issues and industries that might undergo financial challenges. …”
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Research on plasma arc flame length detection technology based on region of interest. by Jie Li, Wei Jiang, Jian Lei, Xiaoxiao Xing

“…The proposed system leverages image processing technology for efficiently detecting the plasma arc length. …”
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REUSE OF THE SPENT SORBENT MIXTURE FOR WASTEWATER TREATMENT by Оlga Sandul, https://orcid.org/0000-0002-1775-0743, Anna Kulyk, Halyna Sakalova, Kateryna Shevchyk, Kateryna Petrushka

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Gas Mass Spectrometry of Industrial Yogurts by Vladimir S. Sibirtsev, Alexey G. Kuzmin, Yuri A. Titov, Anna Yu. Zaitseva, Vladislav V. Sherstnev

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YOLOv8n-Al-Dehazing: A Robust Multi-Functional Operation Terminals Detection for Large Crane in Metallurgical Complex Dust Environment by Yifeng Pan, Yonghong Long, Xin Li, Yejing Cai

“…To overcome the heavy computational costs associated with processing high-resolution images by using YOLOv8n, our method refines YOLOv8n through component substitution and integrates real-time dehazing preprocessing for high-resolution images, thereby reducing the image processing time. …”
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INFORMATION TECHNOLOGIES: CONCEPTS, TYPES AND FUNCTIONS by Zhao Zhenyi

“…The article analyzes the concepts of «information» and «information technologies», since today the issues of development and improvement of information technologies are particularly relevant. …”
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The analysis of acquisition system for electronic traffic signal in smart cities based on the internet of things by Yue Ma, Chenglong Wang, Tianlei Fu, Ziting Meng

“…First, a system framework is constructed that includes three core modules: video acquisition and transmission (VAT), video processing (VP), and information processing. The system captures real-time video information of traffic scenes through cameras. …”
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Sulfur fumigation of botanical drugs: impact on chemical composition and pharmacological properties, and advances in detection technologies by Weiyi Xu, Hongyu Jin, Ying Wang, Feng Wei, Jing Liu

“…This manuscript advocates for sustainable practices to ensure the safe use of botanical drugs, protect public health, and promote responsible processing, storage, and utilization of botanical drug products. …”
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THE ROLE OF FINANCIAL AND CREDIT TOOLS IN OPTIMIZATION OF AGRARIAN POLICY by Z. B. Alyeva

“…The author addresses methodological issues, namely, the need to introduce a mechanism for renting premises on preferential terms for small businesses involved in processing of agricultural raw materials in the Republic of Dagestan (RF) for a period of up to three years. …”
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Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…Addressing these issues head-on, DeepMol stands out as an Automated ML (AutoML) tool by automating critical steps of the ML pipeline. …”
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Plastic Smell: A Review of the Hidden Threat of Airborne Micro and Nanoplastics to Human Health and the Environment by Claudio Casella, Umberto Cornelli, Santiago Ballaz, Giuseppe Zanoni, Gabriele Merlo, Luis Ramos-Guerrero

“…Through atmospheric transport processes, these neo-pollutants spread around the world after being released, potentially settling in urban and remote areas. …”
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Assessing the Quality and Transparency of Financial Audit Reporting in the Context of Gender Differences – Evidence from Companies Listed on the Regulated Market by Maria Grosu, Bogdan Narcis Fîrțescu, Raluca Andreev, Camelia Cătălina Mihalciuc

“…Including the impact of gender differences in this equation helps to highlight how quality is perceived, as well as to identify associated risks, evaluate the audit process and communicate audit results. The aim of this study is to investigate how the gender of the signatory of the audit report influences the level of quality and transparency of the issued report, the sample including the firms listed on the Regulated Market of the Bucharest Stock Exchange (BSE) that are subject to the audit of annual financial statements for period 2016-2022. …”
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THE SPACE AND STRATEGIC STABILITY by Ekaterina Valeryevna Sazonova

“…As a result it leads to the interdependence between the two processes.…”
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IMPORTANCE OF POSTUROLOGY AS PREVENTION AND INTERVENTION FOR MUSCULOSKELETAL AND SPINAL DEFORMITIES by Petya Kasnakova, Biyanka Tornyova, Tanya Paskaleva

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Advances on CMOS Folded-Cascode Operational Transconductance by Mohammad Yavari

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Enhanced Capacitive Performance of Microwave-Driven CNTs on Carbonized Cigarette Filter Waste for Sustainable Energy Storage by Young Joong Choi, Damin Lee, Se-Hun Kwon, Kwang Ho Kim

“…To address this issue while creating valuable materials, we developed a novel approach to synthesize nitrogen-doped carbon nanotubes on carbonized cigarette filter powder (NCNT@cCFP) using a microwave irradiation and nickel-catalyzed process. …”
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