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  1. 2181
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    Replacing Backpropagation with the Forward-Forward (FF) Algorithm in Transformer Models: A Theoretical and Empirical Study on Scalable and Efficient Gradient-Free Training by Hyun Jung Kim, Sang Hyun Yoo

    Published 2025-01-01
    “…This study proposes a novel integration of the Forward-Forward (FF) algorithm into Transformer architectures as an efficient and gradient-free alternative to Backpropagation (BP). Motivated by the computational limitations of BP-such as high memory usage and gradient instability-we aim to examine whether FF can maintain comparable model performance while improving training efficiency. …”
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  3. 2183

    Lightweight Two-Layer Control Architecture for Human-Following Robot by Gustavo A. Acosta-Amaya, Deimer A. Miranda-Montoya, Jovani A. Jimenez-Builes

    Published 2024-12-01
    “…The increasing need for personal assistance among the elderly and people with disabilities has led to the development of innovative robotic systems. (2) Methods: This research presents a lightweight two-layer control architecture for a human-following robot, integrating a fuzzy behavior-based control system with low-level embedded controllers. …”
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  4. 2184
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    Study of thermal performance and melting behaviour of a novel paraffin wax-carbon quantum Dots PCMs by G. Murali, J. Emeema, B. Venkateswara Reddi, P. S. N. Masthan Vali, P. V. Elumalai, M. Murugan, Mamdooh Alwetaishi, T. Bhargava Ramu, S. Prabhakar

    Published 2025-08-01
    “…This work numerically investigates the thermal performance and melting behavior of a novel composite PCM composed of paraffin wax (PW) dispersed with different weight percentages of carbon quantum dots (CQDs) in order to validate the experimental results. …”
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  7. 2187
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    Evaluation of Flow-Induced Shear in a Porous Microfluidic Slide: CFD Analysis and Experimental Investigation by Manoela Neves, Gayathri Aparnasai Reddy, Anitha Niyingenera, Norah Delaney, Wilson S. Meng, Rana Zakerzadeh

    Published 2025-06-01
    “…Studies have shown that fluid flow behavior in microfluidic slides (µ-slides) directly influences shear stress, which has emerged as a key factor affecting cell proliferation and differentiation. …”
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    Multi-Disciplinary Investigations on the Best Flying Wing Configuration for Hybrid Unmanned Aerial Vehicles: A New Approach to Design by Janani Priyadharshini Veeraperumal Senthil Nathan, Martin Navamani Chellapandian, Vijayanandh Raja, Parvathy Rajendran, It Ee Lee, Naveen Kumar Kulandaiyappan, Beena Stanislaus Arputharaj, Subhav Singh, Deekshant Varshney

    Published 2025-07-01
    “…The created innovative models are simulated with the help of computational fluid dynamics techniques in ANSYS Fluent to obtain the aerodynamic parameters such as forces, pressure and velocity. …”
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    Implementation of serial peripheral interface slave device based on uncommitted logic arrays by Sinyukin Alexander, Denisenko Mark, Isaeva Alina, Kots Ivan, Kovalev Andrey

    Published 2025-01-01
    “…A technique of digital device design using Kovcheg based on behavioral descriptions is proposed to optimize the design process. …”
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  15. 2195

    Regional cerebral blood flow in a patient with restless legs syndrome exhibiting pramipexole‐induced hypersexuality by Toshiki Obata, Ryota Kobayashi, Toshinori Shirata, Keisuke Noto, Yasuhiro Sugai, Gaku Aboshi, Masafumi Kanoto, Akihito Suzuki

    Published 2025-06-01
    “…He exhibited inappropriate sexual behaviors toward hospital staff. Single‐photon emission computed tomography revealed increased rCBF in the bilateral orbitofrontal cortex and medial frontal cortex, as well as in the left striatum and thalamus. …”
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  16. 2196

    Continuous Electrical Resistivity Tomography Monitoring in Waste Landfill Sites with Different Properties and Visualization of Water Channels by Yugo Isobe, Hiroyuki Ishimori

    Published 2025-06-01
    “…This study aims to obtain findings on the internal water behavior, the presence of water channels, and the degree of washout due to rainfall infiltration in Japanese municipal solid waste (MSW) final disposal sites. …”
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  17. 2197
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    CFD Analysis of Particle Dynamics in Accelerated Toroidal Systems for Enhanced PIVG Performance by Ramy Elaswad, Naser El-Sheimy, Abdulmajeed Mohamad

    Published 2024-11-01
    “…This study investigates the movements of particles in an accelerated toroidal flow channel filled with water, with specific applications for a particle imaging velocimetry gyroscope (PIVG). We used computational fluid dynamics (CFD) to simulate particle behavior under different angular accelerations. …”
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    Initial Approach to Self-Compacting Concrete with Raw-Crushed Wind-Turbine Blade: Fresh, CFD and Mechanical Analysis by Manuel Hernando-Revenga, Víctor Revilla-Cuesta, José A. Chica, Vanesa Ortega-López, Juan M. Manso

    Published 2024-10-01
    “…However, SCC containing RCWTB must show proper fresh behavior, an aspect evaluated in this paper both experimentally and through simulations based on computational fluid dynamics (CFD) for RCWTB additions up to 3.0% by volume. …”
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