Machine learning optimized design of THz piezoelectric perovskite-based biosensor for the detection of formalin in aqueous environments by Jacob Wekalao, Shobhit K. Patel, Om Prakash Kumar, Fahad Ahmed Al-zahrani

“…Abstract This investigation presents the development and characterization of an advanced piezoelectric perovskite-based biosensing platform optimized for formalin detection in aqueous media through the implementation of Locally Weighted Linear Regression (LWLR) machine learning algorithms. …”
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High-Performance Wireless Piezoelectric Sensor Network for Distributed Structural Health Monitoring by Shang Gao, Xuewu Dai, Zheng Liu, Guiyun Tian

“…The developed wireless node platform features a digital signal processor (DSP) of TMS320F28335 and an improved IEEE 802.15.4 wireless data transducer RF233 with up to 2 Mbps data rate. …”
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Sentiment analysis and audience engagement in thehashtags #VcNoJL1 and #VcNoJL2 on Twitter (X): a casestudy of the TV Liberal newscast in Pará, Brazil by Alan Marcel Fernandes de Souza

“…The aim of this paper is to scrutinize the posts associated with the hashtags #VcNoJL1 and #VcNoJL2, publishe on the Twitter (X) platform, in the context of the TV news program TV Liberal, broadcast in the State of Pará (Brazil), using the CRISP-DM methodology and data science techniques. …”
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Highly conductive graphene@phosphotungstic acid nanocomposite for sensitive electrochemical detection of acetaminophen based on analysis induction strategy in foods by Ruiyu He, Jingjie Zhang, Shixin Li, Yuzhen Yang, Yaru Xu, Zhixiang Xu, Yufeng Sun

“…In this work, an electrochemical sensing platform based on graphene@phosphotungstic acid nanocomposite (GR@PWA) was constructed for sensitive determination of acetaminophen (AP). …”
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Design and Implementation of a Structural Health Monitoring System for a Large Sea-Crossing Project with Bridges and Tunnel by Yu Yan, Xingquan Mao, Xu Wang, Xianfeng Yu, Lei Fang

“…Then, on the basis of a multilayer data storage system, a fault-tolerant data center platform design, an open integrated supervision platform design, and other measures, a set of reliable and advanced large-scale software systems are built to achieve the SHM system for the Hong Kong–Zhuhai–Macao Bridge. …”
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BurstBiRank: Co-Ranking Developers and Projects in GitHub with Complex Network Structures and Bursty Interactions by Dengcheng Yan, Zhen Shao, Yiwen Zhang, Bin Qi

“…With the wide adoption of social collaborative coding, more and more developers participate and collaborate on platforms such as GitHub through rich social and technical relationships, forming a large-scale complex technical system. …”
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Optimal Skipping Rates: Training Agents with Fine-Grained Control Using Deep Reinforcement Learning by Adil Khan, Jiang Feng, Shaohui Liu, Muhammad Zubair Asghar

“…Similarly, ViZDoom is a game artificial intelligence research platform based on Doom used for visual deep reinforcement learning in 3D game environments such as first-person shooters (FPS). …”
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Quantum machine learning with Adaptive Boson Sampling via post-selection by Francesco Hoch, Eugenio Caruccio, Giovanni Rodari, Tommaso Francalanci, Alessia Suprano, Taira Giordani, Gonzalo Carvacho, Nicolò Spagnolo, Seid Koudia, Massimiliano Proietti, Carlo Liorni, Filippo Cerocchi, Riccardo Albiero, Niki Di Giano, Marco Gardina, Francesco Ceccarelli, Giacomo Corrielli, Ulysse Chabaud, Roberto Osellame, Massimiliano Dispenza, Fabio Sciarrino

“…A relevant example for photonic platforms has been provided by the Boson Sampling paradigm and its variants, which are known to be computationally hard while requiring at the same time only the manipulation of the generated photonic resources via linear optics and detection. …”
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A Testing Framework for Joint Communication and Sensing in Synthetic Aperture Radars by Alex Piccioni, Roberto Alesii, Fortunato Santucci, Fabio Graziosi

“…The framework provides flexibility across SAR platforms, operational parameters, and acquisition modes, ensuring practical, scalable, and cost-effective validation of communication embedding in SAR systems. …”
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Effectiveness of Henan flood communication among opinion leaders on Douyin by Gan Liu, Mohamad Saifudin Mohamad Saleh, Miao Huang

“…The current study aims to explore the effectiveness of Douyin as a platform for opinion leaders in communicating flood crisis information by applying media richness and opinion leader theories. …”
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Gold Nanorod-Coated Hydrogel Brush Valves in Macroporous Silicon Membranes for NIR-Driven Localized Chemical Modulation by Nafis Mustakim, Youngsik Song, Sang-Woo Seo

“…Herein, a macroporous silicon-based platform where each pore contains an independently controllable valve made from poly(N-isopropylacrylamide) (PNIPAM) brushes is proposed. …”
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The role of collaborative workspaces in promoting networking opportunities: a comparison between urban and peripheral contexts by Lorenzo Marmo, Antonis Rovolis, Vasilis Avdikos

“…This paper aims at assessing the role of collaborative workspaces (CWS) as interaction platforms able to offer networking opportunities on different levels and with a diverse array of stakeholders. …”
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Decoding Sentiment in Online Communication: A Social Media Analysis of Fashion Companies by Karolina Mania, Monika Jedynak, Aneta Kuźniarska, Karolina Woszczyna

“…Purpose: The aim of this article was to identify differences in the emotional tone of verbal messages published on the Facebook accounts of selected companies within the fashion industry, focusing on organizations with an active presence on this platform. Design/methodology/approach: The sentiment analysis was conducted using the CLARIN software suite. …”
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A Smart Electronic Tagging System Based on Context Awareness and Machine-to-Machine Interworking by Gil-Yong Lee, Nam-Yeol Yun, Sung-Chul Lee, Soo-Hyun Park

“…The purpose of this study is to connect the Ubiquitous System Network (USN), which consumes little electricity, and Android mobile platforms, which are commonly used for machine-to-machine communication. …”
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A novel configuration for single-crystal superalloy hollow blade manufacturing based on shell/core integral mold by Binqiang Wang, Zhexu Li, Kun Bu, Zhongliang Lu, Jiawei Zhang, Sheng Mou, Shengjie Ren, Haoyu Zhao

“…In this study, a novel inverted configuration of SX hollow blade was proposed based on shell/core integral mold, resulting in a 55 mm reduction of platform height compared to the upright configuration. …”
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A Reusable Capillary Flow-Driven Microfluidic System for Abscisic Acid Detection Using a Competitive Immunoassay by Cristiana Domingues, Marta S. C. Rodrigues, Pedro G. M. Condelipes, Ana Margarida Fortes, Virginia Chu, João Pedro Conde

“…By employing passive fluid transport mechanisms, such as capillary-driven sequential flow, this platform enables precise biological and chemical screenings while maintaining portability and ease of use. …”
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Potential and development of cellular vesicle vaccines in cancer immunotherapy by Wenxi Zhao, Xianjun Li, Jialu Guan, Shuai Yan, Lizhi Teng, Xitong Sun, Yuhan Dong, Hongyue Wang, Weiyang Tao

“…In this paper, we discuss the main platforms and current status of cancer vaccines and propose a new cancer vaccine platform, the cytosolic vesicle vaccine. …”
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Microfluidic Nanoparticle Separation for Precision Medicine by Zhenwei Lan, Rui Chen, Da Zou, Chun‐Xia Zhao

“…These interdisciplinary collaborations are anticipated to propel the platformization of microfluidic separation techniques, significantly expanding their potential in precision medicine.…”
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A Framework for Analyzing Absorptive Capacity Using Social Network Analysis (Case Study: Sharif University Innovation Ecosystem) by Mahdi Mohammadi, Mahdi Elyasi, Azadeh Savehshemshaki

“…Methods Sharif University of Technology is a pioneer in establishing a cluster platform for start-ups and accelerators. The growth of innovation clusters is a current policy focus in many countries. …”
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Artificial Intelligence–Powered Training Database for Clinical Thinking: App Development Study by Heng Wang, Danni Zheng, Mengying Wang, Hong Ji, Jiangli Han, Yan Wang, Ning Shen, Jie Qiao

“…ResultsFrom the app’s first launch on the Android platform in May 2019 to the last version updated in May 2023, the total number of teacher and student users was 6209 and 1180, respectively. …”
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