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  • Open Access

    ARTICLE

    Privacy-Preserving Gender-Based Customer Behavior Analytics in Retail Spaces Using Computer Vision

    Ginanjar Suwasono Adi1, Samsul Huda2,*, Griffani Megiyanto Rahmatullah3, Dodit Suprianto1, Dinda Qurrota Aini Al-Sefy3, Ivon Sandya Sari Putri4, Lalu Tri Wijaya Nata Kusuma5

    CMC-Computers, Materials & Continua, Vol.86, No.1, pp. 1-23, 2026, DOI:10.32604/cmc.2025.068619 - 10 November 2025

    Abstract In the competitive retail industry of the digital era, data-driven insights into gender-specific customer behavior are essential. They support the optimization of store performance, layout design, product placement, and targeted marketing. However, existing computer vision solutions often rely on facial recognition to gather such insights, raising significant privacy and ethical concerns. To address these issues, this paper presents a privacy-preserving customer analytics system through two key strategies. First, we deploy a deep learning framework using YOLOv9s, trained on the RCA-TVGender dataset. Cameras are positioned perpendicular to observation areas to reduce facial visibility while maintaining accurate More >

  • Open Access

    REVIEW

    Key Plant Transcription Factors in Crop Tolerance to Abiotic Stresses

    Nadia Lamsaadi1, Oumaima Maarouf2, Soukaina Lahmaoui2, Hamid Msaad2, Omar Farssi2, Chaima Hamim2, Mohamed Tamoudjout2, Hafsa Hirt2, Habiba Kamal2, Majida El Hassni2, Cherki Ghoulam3,4, Ahmed El Moukhtari5,*, Mohamed Farissi2

    Phyton-International Journal of Experimental Botany, Vol.94, No.11, pp. 3585-3610, 2025, DOI:10.32604/phyton.2025.072311 - 01 December 2025

    Abstract Abiotic stresses, such as drought, heavy metals, salinity, and extreme temperatures, are among the most common adverse threats that restrict the use of land for agriculture and limit crop growth and productivity. As sessile organisms, plants defend themselves from abiotic stresses by developing various tolerance mechanisms. These mechanisms are governed by several biochemical traits. The biochemical mechanisms are the products of key genes that express under specific conditions. Interestingly, the expression of these genes is regulated by specialized proteins known as transcription factors (TFs). Several TFs, including those from the bZIP, bHLH, MYB, HSF, WRKY,… More >

  • Open Access

    ARTICLE

    Germination and Early Growth Responses of Bread Wheat (Triticum aestivum L.) to Cadmium Stress

    Nada Zaari Jabri1, Mohamed Ait-El-Mokhtar1,*, Fadoua Mekkaoui1, Najwa Rabah1, Ilham Amghar1, Ghizlane Diria2, Abdelaziz Hmyene1

    Phyton-International Journal of Experimental Botany, Vol.94, No.11, pp. 3687-3701, 2025, DOI:10.32604/phyton.2025.071634 - 01 December 2025

    Abstract Cadmium (Cd) contamination is a major environmental stressor that adversely affects crop germination and early development. This study assessed the impact of increasing Cd concentrations (0.125 to 1 g/L) on seed germination and early seedling growth in three bread wheat (Triticum aestivum L.) cultivars: Achtar, Lina, and Snina. The results revealed a clear dose-dependent inhibitory effect of Cd. Germination percentage (GP) significantly declined with increasing Cd levels, while mean germination time was progressively delayed, particularly at higher concentrations. Vigor index (VI) also showed significant reductions, reflecting compromised seedling establishment. Morphological traits, especially shoot and root lengths,… More >

  • Open Access

    ARTICLE

    Targeting HER2-Positive HCC1954 Breast Cancer Cells by Novel Thiazole-Dihydrobenzisoxazoles: In-Depth Design, Synthesis and Initial In Vitro Study

    Yuri A. Piven1, Danila V. Sorokin2, Nastassia A. Varabyeva1, Alexandra L. Mikhaylova2, Fedor B. Bogdanov2, Elena V. Shafranovskaya1, Raman M. Puzanau3, Fedor A. Lakhvich1, Alexander M. Scherbakov2,4,*

    Oncology Research, Vol.33, No.12, pp. 4049-4072, 2025, DOI:10.32604/or.2025.067832 - 27 November 2025

    Abstract Background: The most aggressive forms of breast cancer are characterized by independence from steroid hormones but a strong dependence on growth factors. In such cancer cells, oncogenic receptors, including human epidermal growth factor receptor 2 (HER2), are activated, and their targeted inhibition represents an attractive therapeutic strategy. The study aimed to develop small-molecule potential dual heat shock protein 90 (HSP90)-HER2 inhibitors and evaluate them as anticancer agents in HER2-positive cells. Methods: The research project involved obtaining a series of compounds with potential dual inhibitory activity against HSP90 and HER2 by targeted organic synthesis, which was… More > Graphic Abstract

    Targeting HER2-Positive HCC1954 Breast Cancer Cells by Novel Thiazole-Dihydrobenzisoxazoles: In-Depth Design, Synthesis and Initial <i>In Vitro</i> Study

  • Open Access

    ARTICLE

    Enhanced Efficiency of Solar-Assist Heat Pump Using Tracking PV/T Panel: A TRNSYS Simulation Study

    Ashna Abduljabbar Haji*, Ranj S. Abdullah*

    Energy Engineering, Vol.122, No.12, pp. 5111-5127, 2025, DOI:10.32604/ee.2025.073367 - 27 November 2025

    Abstract The hybrid photovoltaic solar-assisted heat pump are primarily used to generate electricity and provide thermal energy for heating applications. This study investigates the performance enhancement of a hybrid Photovoltaic Thermal Solar-Assisted Heat Pump (PV/T-SAHP) system integrated with a solar tracking mechanism. The system was simulated using TRNSYS to evaluate its monthly electrical output and coefficient of performance (COP) of the heat pump system over a year. The results showed a significant improvement in energy generation and efficiency compared to a conventional PV/T system without SAHP system. Overall, the solar tracking configuration of the PV/T-SAHP generated… More > Graphic Abstract

    Enhanced Efficiency of Solar-Assist Heat Pump Using Tracking PV/T Panel: A TRNSYS Simulation Study

  • Open Access

    ARTICLE

    A Non-Intrusive Spiral Coil Heat Exchanger for Waste Heat Recovery from HVAC Units: Experimental and Thermal Performance Analysis

    S. Srinivasa senthil, K. Vijayakumar*

    Energy Engineering, Vol.122, No.12, pp. 5149-5173, 2025, DOI:10.32604/ee.2025.070889 - 27 November 2025

    Abstract Heating, ventilation, and air conditioning (HVAC) systems contribute substantially to global energy consumption, while rejecting significant amounts of low-grade heat into the environment. This paper presents a non-intrusive spiral-coil heat exchanger designed to recover waste heat from the outdoor condenser of a split-type air conditioner. The system operates externally without altering the existing HVAC configuration, thereby rendering it suitable for retrofitting. Water was circulated as the working fluid at flow rates of 0.028–0.052 kg/s to assess thermal performance. Performance indicators, including the outlet water temperature, heat transfer rate, convective coefficient, and efficiency, were systematically evaluated.… More >

  • Open Access

    ARTICLE

    CFD Analysis of Corrugated Plate Designs to Improve Heat Transfer Efficiency in Plate Heat Exchangers

    Kashif Ahmed Soomro1,2,3,*, Rahool Rai1,3,4, S. R. Qureshi2, Sudhakar Kumarasamy4,5,6, Abdul Hameed Memon1, Rabiya Jamil1

    Energy Engineering, Vol.122, No.12, pp. 4857-4872, 2025, DOI:10.32604/ee.2025.069847 - 27 November 2025

    Abstract Plate heat exchangers suffer from significant energy losses, which adversely affect the overall efficiency of thermal systems. To address this challenge, various heat transfer enhancement techniques have been investigated. Notably, the incorporation of surface corrugations is widely recognized as both effective and practical. Chevron corrugation is the most employed design. However, there remains a need to investigate alternative geometries that may offer superior performance. This study aims to find a novel corrugation design by conducting a comparative CFD analysis of flat, square, chevron, and cylindrical corrugated surfaces, assessing their impact on heat transfer enhancement within… More > Graphic Abstract

    CFD Analysis of Corrugated Plate Designs to Improve Heat Transfer Efficiency in Plate Heat Exchangers

  • Open Access

    ARTICLE

    Optimization Scheduling of Hydrogen-Coupled Electro-Heat-Gas Integrated Energy System Based on Generative Adversarial Imitation Learning

    Baiyue Song1, Chenxi Zhang2, Wei Zhang2,*, Leiyu Wan2

    Energy Engineering, Vol.122, No.12, pp. 4919-4945, 2025, DOI:10.32604/ee.2025.068971 - 27 November 2025

    Abstract Hydrogen energy is a crucial support for China’s low-carbon energy transition. With the large-scale integration of renewable energy, the combination of hydrogen and integrated energy systems has become one of the most promising directions of development. This paper proposes an optimized scheduling model for a hydrogen-coupled electro-heat-gas integrated energy system (HCEHG-IES) using generative adversarial imitation learning (GAIL). The model aims to enhance renewable-energy absorption, reduce carbon emissions, and improve grid-regulation flexibility. First, the optimal scheduling problem of HCEHG-IES under uncertainty is modeled as a Markov decision process (MDP). To overcome the limitations of conventional deep… More >

  • Open Access

    ARTICLE

    MHD Convective Flow of CNT/Water-Nanofluid in a 3D Cavity Incorporating Hot Cross-Shaped Obstacle

    Faiza Benabdallah1, Kaouther Ghachem1, Walid Hassen2, Haythem Baya2, Hind Albalawi3, Lioua Kolsi4,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.145, No.2, pp. 1839-1861, 2025, DOI:10.32604/cmes.2025.071678 - 26 November 2025

    Abstract Current developments in magnetohydrodynamic (MHD) convection and nanofluid engineering technology have have greatly enhanced heat transfer performance in process systems, particularly through the use of carbon nanotube (CNT)–based fluids that offer exceptional thermal conductivity. Despite extensive research on MHD natural convection in enclosures, the combined effects of complex obstacle geometries, magnetic fields, and CNT nanofluids in three-dimensional configurations remain insufficiently explored. This research investigates MHD natural convection of carbon nanotube (CNT)-water nanofluid within a three-dimensional cavity. The study considers an inclined cross-shaped hot obstacle, a configuration not extensively explored in previous works. The work aims… More >

  • Open Access

    ARTICLE

    Surface Modification of Activated Carbon by Nitrogen Doping and KOH Activation for Enhanced Carbon Dioxide Adsorption Performance

    Thanattha Chobsilp1, Alongkot Treetong2, Visittapong Yordsri3, Mattana Santasnachok4,5, Pollawat Charoeythornkhajhornchai6, Jaruvit Sukkasem7, Winadda Wongwiriyapan8, Worawut Muangrat1,5,*

    Journal of Renewable Materials, Vol.13, No.11, pp. 2155-2168, 2025, DOI:10.32604/jrm.2025.02025-0111 - 24 November 2025

    Abstract Nitrogen-doped activated carbon (N-AC) was successfully prepared by KOH-activation and nitrogen doping using ammonia (NH3) heat treatment. Coconut shell-derived activated carbon (AC) was heat-treated under NH3 gas in the temperature range of 700°C–900°C. Likewise, the mixture of potassium hydroxide (KOH) and AC was heated at 800°C, followed by heat treatment under NH3 gas at 800°C (hereafter referred to as KOH-N-AC800). Scanning electron microscopy (SEM), Raman spectroscopy, X-ray photoelectron spectroscopy (XPS) and Brunauer-Emmett-Teller (BET) method were utilized to analyze morphology, crystallinity, chemical bonding, chemical composition and surface area. The surface area and porosity of N-AC increased with increasing… More >

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