Attention-Based CNN Fusion Model for Emotion Recognition During Walking Using Discrete Wavelet Transform on EEG and Inertial Signals by Yan Zhao, Ming Guo, Xiangyong Chen, Jianqiang Sun, Jianlong Qiu

“…The designed network structure is simple and lightweight while integrating the channel attention mechanism to extract and enhance features. …”
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Error-related potentials during multitasking involving sensorimotor control: an ERP and offline decoding study for brain-computer interface by Masaki Yasuhara, Isao Nambu

“…Three scenarios–without a ball (single-task), lightweight ball (easy-task), and heavyweight ball (hard-task)–were used for the characterization of ErrPs based on the difficulty of sensorimotor control. …”
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On a novel lapping method for RB-SiC ceramic materials by integration of fixed-abrasive with even-sprayed micro-droplets by Yang Yu, Xuanping Wang, Xiaoguang Guo, Hang Gao

“…Reaction-bonded silicon carbide (RB-SiC) ceramic is a promising material for space telescopes due to its high strength, lightweight, and low thermal expansion rate. However, its high hardness and brittleness bring difficulties to efficient processing with high quality. …”
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Development of a Deep Learning‐Assisted Mobile Application for the Identification of Nematodes Through Microscopic Images by Naseeb Singh, Ashish Kumar Singh, L. K. Dhruw, Simardeep Kaur, S. Hazarika, K. K. Mishra, V. K. Mishra, Laxmi Kant

“…In this study, a novel approach was investigated for the identification of nematodes from microscopic images. A novel lightweight convolutional neural network (CNN) was developed to identify the nematodes belonging to different trophic groups (Heterorhabditis indica, Meloidogyne incognita, Helicotylenchus, Anguina tritici, and Xiphinema). …”
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Using a Dielectric Capacitance Cell to Determine the Dielectric Properties of Pure Sand Artificially Contaminated with Pb, Cd, Fe, and Zn by Mohammed Dahim, Musab Abuaddous, Rabah Ismail, Hashem Al-Mattarneh, Aiman Jaradat

“…The advantages and benefits of using the proposed dielectric capacitance cell were its low cost, simple calculation, calibration procedures, portable and lightweight, and easy to modify the electrodes to suit testing in the field. …”
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Multi-Scale Modeling and Optimization of Single-Layer Reticulated Shell Structures Using Multi-Point Constraint and Variable Density Methods by Xianjie Wang, Yongdang Chen, Zhaoyi Wang, Yue Tang, Xin Wang, Chengpeng Lu

“…Optimization methods tailored for practical engineering applications continue to evolve in order to realize lightweight single-layer reticulated shell structures and maximize node stiffness. …”
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Static Analysis of Gelatin-like Simulation Mass as a Subsoil in Scale Physical Modeling by Veronika Valašková, Jozef Vlček

“…A plate load test with a circular plate is a non-destructive method for determining the static bearing capacities of soils and aggregates, which are usually expressed by the deformation modulus <i>E_def,2</i> (MPa) and the static modulus of elasticity <i>E</i> (MPa). A lightweight deflectometer test was used to characterize the impact modulus of deformation <i>E_vd</i> (MPa), which is determined based on the pressure under the load plate due to the impact load. …”
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Growth and Blood Parameters of Weaned Crossbred Beef Calves Fed Forage Kale (Brassica oleracea spp. acephala) by Y. Chorfi, Y. Couture, G. F. Tremblay, R. Berthiaume, D. Cinq-Mars

“…Forty lightweight calves (206.4±3.2 kg) were randomly distributed to four treatments: (Control) low nutritive value pasture and hay plus 1 kg d−1 of rolled barley; (Pasture) management intensive pasture; (Haylage) timothy haylage; and (Kale) 50% timothy haylage −50% kale pasture. …”
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ECC-Based Authentication Protocol for Military Internet of Drone (IoD): A Holistic Security Framework by Hyeon Choe, Dongsu Kang

“…Drone-to-drone communication uses an Implicit Key-Based Authentication method with group keys and random nonces, providing lightweight authentication while preventing replay attacks. …”
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SIAT-WEXv2: A Wearable Exoskeleton for Reducing Lumbar Load during Lifting Tasks by Xinyu Ji, Dashuai Wang, Pengfei Li, Liangsheng Zheng, Jianquan Sun, Xinyu Wu

“…Based on the biomechanical analysis of the movement of lifting heavy objects from bottom up, this paper proposes a lightweight but powerful ALE, named as SIAT-WEXv2, which can output maximum assistive force of 28 N. …”
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Indentation Fracture Toughness of Aluminium-Graphite Composites: Influence of Nano-particles by Ibrahim Alqahtani, B. Niyaz Ahmed, E. Ashoka, A. M. Rajesh, P. B. Bharath, Doddamani Saleemsab

“…This research is deemed critical as it has the potential to generate lightweight, high-strength materials, aligning with the demands of aerospace, automotive, and structural engineering. …”
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Design and strengthening of dual bio-inspired lattice structures based on additive manufacturing by Tongyuan Sun, Bingzhi Chen, Deyu Yue, Dongming Li

“…With the application and advancement of additive manufacturing technology, the manufacturing of dual bio-inspired lattice structures with high mechanical efficiency and lightweight characteristics is possible, which has significant implications for the research and development of energy absorption structures.…”
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A study on the global patterns in the design and development of ventricular assist devices: a visualization approach by Ajay K. Sood, A. K. Prasada Rao

“…The design of these devices has undergone drastic changes over time with the latest designs being far more efficient, small, lightweight, and more user-friendly. This study aims to analyze publications using bibliometric analysis and see the progress and identify key themes, trends, and collaboration networks.MethodData relevant to this study were obtained from Scopus and Web of Science databases from 1990 to 2023. …”
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The Influence of Soil Parameters on the Impulse and Airblast Overpressure Loading above Surface-Laid and Shallow-Buried Explosives by John Q. Ehrgott Jr., Stephen A. Akers, Jon E. Windham, Denis D. Rickman, Kent T. Danielson

“…The dynamic airblast, fragmentation, and soil ejecta loading environments produced by the detonation of surface-laid and shallow-buried mines are major threats to lightweight military vehicles. During the past several years, the US Army has focused considerable attention on developing improved methods for predicting the below-vehicle environment from these threats for use by vehicle/armor analysts; thereby, improving the survivability of these platforms. …”
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Deformation behaviour and microstructure characteristics of aluminium alloy cylindrical toothed parts by an innovative crossed-axes helical rolling process by Kun Li, Chao Zhang, Ming Chang, Shengdun Zhao

“…Tooth rolling process is an advanced manufacturing technology for high-performance toothed parts, with broad application prospects in the field of lightweight components. This paper conducts in-depth research on the manufacturing of toothed parts with 6061 aluminium alloy on the basis of the proposed novel crossed-axes helical rolling process. …”
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Enhancing Hajj pilgrimage experience and crowd management through Hajj-related keywords-based chipless RFID tags by H. Rmili, J. Yousaf, O. Boularess, M. Noman, B. Hakim, M. Aseeri, M. Bensaleh, F.A. Tahir

“…Inconspicuous, cost-effective, durable, and lightweight chipless RFID tags encoded with famous Hajj keywords of “Al-Ṣafa”, “Al-Marwa”, ''Al-Tawaf, “Bidayat Al Sai”, and “Bidayat Al Tawaf” are designed and fabricated. …”
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Strongly improved mechanical properties of aluminum composites by designed ceramic lattice by Zijian Zhang, Wanyu Li, Yingjie Feng, Xiangyang Liu, Xuefei Zhang, Yujia Huang, Keqiang Zhang, Chunlei Wan

“…These findings demonstrate the potential of designable composite for applications in aerospace, automotive, mechanical systems, and other fields that require high strength, enhanced wear resistance, and lightweight properties.…”
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AMEEGNet: attention-based multiscale EEGNet for effective motor imagery EEG decoding by Xuejian Wu, Xuejian Wu, Yaqi Chu, Yaqi Chu, Qing Li, Yang Luo, Yang Luo, Yiwen Zhao, Yiwen Zhao, Xingang Zhao, Xingang Zhao

“…Then, the efficient channel attention (ECA) module enhances the acquisition of more discriminative spatial features through a lightweight approach that weights critical channels. …”
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Gaze Assistance for Efficient Segmentation Correction of Medical Images by Leila Khaertdinova, Tatyana Shmykova, Ilya Pershin, Andrey Laryukov, Albert Khanov, Damir Zidikhanov, Bulat Ibragimov

“…This paper investigates the idea of efficient correction of medical image segmentation by using not manual controller commands, which can be time-consuming, but gaze movements. We propose a lightweight fine-tuning approach of the Segment Anything Model in medical images, known as MedSAM, to interactively adjust segmentation masks based on gaze point prompts. …”
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Strategic enhancement of joint strength in dissimilar Al/Mg alloys: a workable approach for aerospace application by S. Suresh, Elango Natarajan, Kalaimani Markandan, S. Sudhagar, Gnanasambandam Anbuchezhiyan, R. Elayaraja

“…Abstract The increasing importance of dissimilar lightweight metal joints is crucial for advancing aerospace and automotive technologies, where aluminum (Al) and magnesium (Mg) alloys offer an ideal balance of strength and weight. …”
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