Detection Model for Cotton Picker Fire Recognition Based on Lightweight Improved YOLOv11 by Zhai Shi, Fangwei Wu, Changjie Han, Dongdong Song, Yi Wu

“…To further improve localization performance and accelerate convergence, the loss function is also modified. …”
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Optogenetic approaches for neural tissue regeneration: A review of basic optogenetic principles and target cells for therapy by Davletshin Eldar, Sufianov Albert, Ageeva Tatyana, Sufianova Galina, Rizvanov Albert, Mukhamedshina Yana

“…These strategies include the use of adeno-associated viruses, cell-specific promoters, modified opsins, and methodologies such as bioluminescent optogenetics. …”
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Charging/discharging performance examination in a finned-tube heat storage tank: Based on artificial neural network, pareto optimization, and numerical simulation by Kourosh Vaferi, Sahar Nekahi, Sanam Nekahi, Hadi Ghaebi

“…The efficient use of solar energy is essential for sustainable energy development, and latent heat storage systems using phase change materials (PCMs) are promising candidates for enhancing energy storage density and reliability. …”
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A Novel Hybrid Deep Learning Model Based on Simulated Annealing and Cuckoo Search Algorithms for Automatic Radiomics-Based COVID-19 Diagnosis by Basma Jumaa Saleh, Zaid Omar, Muhammad Amir As’ari, Vikrant Bhateja, Lila Iznita Izhar

“…To address this, we propose an efficient, modified radiomics feature processing method that integrates an optimal aerial perspective (OAP) parameter-based intensity dark channel prior (IDCP) with a 50-layer residual deep neural network (ResNet50 DNN) for autolesion segmentation (ALS-IOAP-DNN). …”
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University Transformations and the New Knowledge Production Regime in Informational Capitalism by Maxime Ouellet, Éric Martin

“…The general goal being that advanced mastery of knowledge and information will increase the efficiency of the technological and economic system and its endless acceleration.…”
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Clinical profiling of skin microbiome and metabolome during re-epithelialization by P. Bianchi, C. Jacques, J. Theunis, E. L. Jamin, C. Orlandi, L. Cauhape, S. Alvarez-Georges, A. Alves, A. Simcic-Mori, C. Lauze, E. Gravier, F. Carballido, V. Ribet, S. Bessou-Touya, H. Duplan

“…Formula application accelerated the re-epithelialization time (RT), which was more efficient for slow healing (RTs of 15–19 days) than quick healing (10–12 day RTs) subjects. …”
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Ammonia Gas Adsorption in Fixed Bed and Fluidized Bed Using Bentonite Particles by Gabriela Muntianu, Ana-Maria Georgescu, Ana-Maria Rosu, Nicoleta Platon, Vasilica Alisa Arus, Cosmin Valeriu Jinescu, Ileana Denisa Nistor

“…Fluidized bed adsorption can be an efficient technique to accelerate mass transfer between ammonia from air and adsorbent particles.…”
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Sushi Reverses Course: Consuming American Sushi in Tokyo by Matthew Allen, Rumi Sakamoto

“…While McDonaldisation may entail efficient, standardised and controlled forms of cultural hybridisation such as the teriyaki chicken burger, American sushi in Tokyo presents a different type of hybridisation characterised by the playfulness and unpredictability of its production and consumption. …”
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Review of zeolitic-based sorbents for CO2 capture: Insights into functional modifications, economic feasibility and machine learning-enhanced strategies by Saheed A. Ganiyu

“…Advances in zeolitic sorbents, such as pristine zeolites, metal-modified zeolites, amine-functionalized zeolites, and silica-modified zeolites, are reviewed in detail, highlighting their enhanced adsorption performance and selectivity. …”
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Optimizing Remote Sensing Image Retrieval Through a Hybrid Methodology by Sujata Alegavi, Raghvendra Sedamkar

“…The heightened spatial and spectral resolutions, coupled with accelerated image acquisition rates, necessitate advanced tools for effective data management, retrieval, and exploitation. …”
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Controlling Crystallization of Aqueous-Processed Planar Perovskite Films via Sodium Dodecyl Sulfonate Surfactant Modulation by Na Zheng, Cunyun Xu, Xiaofeng He, Gaobo Xu, Jiancheng You, Zhongjun Dai, Han Jiang, Qianqian Zhang, Qunliang Song

“…Comprehensive characterization revealed that SDS doping effectively modified the surface properties of Pb(NO₃)₂ films, accelerating their conversion to perovskite. …”
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Accurate segmentation of localized corrosion in structural alloys via deep learning by Liang Zhao, Jenifer Locke, Fei Xu, Tiankai Yao, Xiaolei Guo

“…The newly constructed dataset, alongside data from two public databases, are employed to jointly train a deep learning-based model modified with a texture refinement module. Compared to the same model without the texture refinement module, the refined model substantially enhances the efficacy and efficiency of corrosion segmentation. …”
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Viability Study of SYCL as a Unified Programming Model for Heterogeneous Systems Based on GPUs in Bioinformatics by Manuel Costanzo

“… Bioinformatics and Computational Biology are disciplines that have used GPUs for over two decades to accelerate data processing in computational applications, where CUDA has been the most utilized programming language. …”
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Facilitating the natural semi-drying of oily sludge by changing the form of water. by Yucheng Liu, Maoren Wang, Mingyan Chen, Meng Zhu, Maoqi Liao

“…A large amount of this water exists in the form of emulsified and bound water, reducing the efficiency of water removal during the natural semi-drying process of oily sludge. …”
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A Review of Generative Design Using Machine Learning for Additive Manufacturing by Parankush Koul

“…This paper ends with what generative design and ML hold for the future of AM and how designing continues to be improved and modified to match changing industry requirements.…”
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An integrated DEA-fuzzy AHP method for prioritization of renewable energy sources in India by Jyoti Luhaniwal, Shivi Agarwal, Trilok Mathur

“…In first phase, undesirable criteria are transformed into desirable criteria using Modified Ratio model. DEA is then applied to calculate initial efficiency score of RES under each parameter category. …”
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Kinetics of flocculation of kaolinite by chitosan-based flocculants and the floc structure by Ting XIAO, Wenjie ZOU, Kexin YU, Xuqin DUAN, Zhijun ZHANG, Ruijing XU

“…However, it requires large dosages and contains residual toxic monomers. Developing green, efficient flocculants with multiple active sites is vital for creating an efficient solid–liquid separation process with a low dosage of flocculants, enabling efficient treatment and recycling of mineral processing wastewater. …”
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Developing a Randomised Efficacy PREcision medicine Platform trial design for Cavernomas: the CARE PREP study by Rustam Al-Shahi Salman, Kasia Adamczuk, Richard A Parker, Christopher J Weir, Roberto Latini, Helen Kim, David White, Helen Evans, Jana Bergholtz, Cornelia Lee, Carlos Casaus

“…There are no disease-modifying drugs for cerebral cavernous malformations, but there are several promising candidates with proof of concept in human and animal studies. …”
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Digital technologies in the system of remote service by E. S. Belyaeva, P. V. Kovalenko, A. A. Sotnikov

“…It contributes to their active expansion, reduces the costs, improves the quality and efficiency of banking services and customer loyalty and simplifies the mechanisms for providing services. …”
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Selective electrosynthesis of 1,3-butadiene by tailoring the coverage of acetylene and water by Chuanqi Cheng, Jiajun Wang, Fanpeng Chen, Yanran Han, Yichen He, Bin Zhang, Bo-Hang Zhao

“…The optimized 1-dodecanethiol-modified Cu nanoarrays deliver a 65.3% C4H6 Faradaic efficiency at 100 mA cm−2. …”
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