Trust-based energy-efficient routing protocol for Internet of things–based sensor networks by Muhammad Ilyas, Zahid Ullah, Fakhri Alam Khan, Muhammad Hasanain Chaudary, Muhammad Sheraz Arshed Malik, Zafar Zaheer, Hamood Ur Rehman Durrani

“…Moreover, hardware-based link quality estimators are used to check link effectiveness and to further improve routing efficiency. At the end, excessive experiments have been carried out to check efficacy of the proposed protocol. …”
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A comprehensive review of diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) techniques in protonic ceramic cells (PCCs): Current status and future perspective by Zixian Wang, Fan Liu, Yuqing Meng, Wenjuan Bian, Haiyan Zhao, Chuancheng Duan, Michael T. Benson, Meng Li, Bin Liu, Dong Ding

“…Protonic ceramic cells (PCCs) have emerged as a promising technology for power generation, energy storage, and value-added chemical synthesis, offering benefits such as fuel flexibility, low emissions, and efficient operation at intermediate temperatures (300–600 ​°C). …”
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Effects of 2D/3D Urban Morphology on Cooling Effect Diffusion of Urban Rivers in Summer: A Case Study of Huangpu River in Shanghai by Yuhui Wang, Shuo Sheng, Junda Huang, Yuncai Wang

“…However, the characteristics of 2D/3D urban morphology that facilitate efficient river cooling effect diffusion remain unclear. …”
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In vitro vascular differentiation system efficiently produces natural killer cells for cancer immunotherapies by Yekaterina Galat, Yuchen Du, Mariana Perepitchka, Xiao-Nan Li, Irina V Balyasnikova, William T Tse, Svetlana Dambaeva, Sylvia Schneiderman, Philip M Iannaccone, Oren Becher, Douglas K Graham, Vasiliy Galat

“…CAR T-cell therapy displayed reduced efficiency against glioblastoma (GBM), likely due to mutations underlying disease progression. …”
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Effects of different irrigation methods on the quality, yield, and water use efficiency of Kuerlexiangli pear by LI Xiaolu, LI Qiangfeng, MA Xuexi, GE Yifei, ZHAO Baolong, LIU Yang, ZHANG Yizhi, ZHANG Feng, SUN Junli, MA Fuyu

“…[Results] The improvement of gushing root irrigation increased the soluble solids content, soluble sugar content, yield and water use efficiency of Kuerlexiangli pear fruits, and at the same time effectively reduced the peeling hardness, titratable acid content and stone cell content of the fruits compared with the traditional diffuse irrigation method. …”
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Enhanced Coercivity and Tb Distribution Optimization of Sintered Nd-Fe-B Magnets by TbF₃ Grain Boundary Diffusion Facilitated by Ga by Ling Wang, Wenjiao Li, Xiaopeng Wang, Zejun Deng, Shujuan Gao

“…The findings demonstrate that TbF₃ grain boundary diffusion facilitated by Ga effectively increases the efficiency of Tb substitution, leading to enhanced coercivity. …”
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DM_CorrMatch: a semi-supervised semantic segmentation framework for rapeseed flower coverage estimation using UAV imagery by Jie Li, Chengyong Zhu, Chenbo Yang, Quan Zheng, Binhui Wang, Jingmin Tu, Qian Zhang, Sheng Liu, Xinfa Wang, Jiangwei Qiao

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Application of an improved ant colony optimization algorithm of hybrid strategies using scheduling for patient management in hospitals by Md. Limonur Rahman Lingkon, Md. Sazol Ahmmed

“…Its foundations include the co-evolution mechanism, the multi-population strategy, the pheromone diffusion mechanism, and the pheromone updating method. …”
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FInCH: Fast statistical inference for continuous‐time animal movement by Dominic Grainger, Paul G. Blackwell

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THE EFFECT OF LINEZOLID AGAINST VANCOMYCIN-RESISTANT ENTEROCOCCI BY VARIOUS METHODS by Başak Sıla Eyüp, Gülseren Aktaş

“…The efficiency of linezolid in strains was investigated by disk diffusion, E-test and microdilution methods. …”
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OPTIMIZING FUEL CELL MEMBRANE EFFICIENCY THROUGH COMPARATIVE THERMAL ANALYSIS OF HYDROGEN FUEL VARIANTS by Jawad Ahmed, Imdad Ali, Sudheer Hussain, Abdul Latif, Qadir Baksh, Waqar Ahmed, Muhammad Ahmed

“…However, at a given voltage of 0.4 V and 0.8 V, hydrogen consistently operated at lower temperatures between the Gas Diffusion Layer (GDL), Gas Diffusion Electrode (GDE), and the PEM compared to the hydrogen methanol fuel. …”
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De Novo Design of Large Polypeptides Using a Lightweight Diffusion Model Integrating LSTM and Attention Mechanism Under Per-Residue Secondary Structure Constraints by Sisheng Liao, Gang Xu, Li Jin, Jianpeng Ma

“…By integrating a lightweight LSTM-attention neural network as the denoiser within a diffusion framework, PPD offers an innovative and efficient approach to polypeptide generation. …”
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LMI Approach to Exponential Stability and Almost Sure Exponential Stability for Stochastic Fuzzy Markovian-Jumping Cohen-Grossberg Neural Networks with Nonlinear p-Laplace Diffusio... by Ruofeng Rao, Xiongrui Wang, Shouming Zhong, Zhilin Pu

“…The robust exponential stability of delayed fuzzy Markovian-jumping Cohen-Grossberg neural networks (CGNNs) with nonlinear p-Laplace diffusion is studied. Fuzzy mathematical model brings a great difficulty in setting up LMI criteria for the stability, and stochastic functional differential equations model with nonlinear diffusion makes it harder. …”
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FASN contributes to ADM resistance of diffuse large B-cell lymphoma by inhibiting ferroptosis via nf-κB/STAT3/GPX4 axis by Xing Zhong, Weiwei Zhang, Weiming Zhang, Nasha Yu, Wuping Li, Xiangxiang Song

“…Drug resistance is a critical impediment to efficient therapy of diffuse large B-cell lymphoma (DLBCL) patients. …”
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Exploring deep generative models for improved data generation in hypertrophic cardiomyopathy by Swarajya Madhuri Rayavarapu, Gottapu Sasibhushana Rao

“…These findings underscore the trade-off between image quality and computational efficiency and highlight the potential of deep generative models to augment MRI datasets, thereby improving deep learning applications for HCM diagnosis. …”
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Basic Parameters of Medical Textile Materials for Removal and Retention of Exudate from Wounds by Mykola Riabchykov, Liudmyla Nazarchuk, Oksana Tkachuk

“…The obtained analytical solution of the change in moisture content with respect to time and coordinate includes two diffusion constants. The results of macro-experiments, together with analytical results, made it possible to determine the diffusion coefficient and the nonlinearity coefficient in an explicit form. …”
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Advanced solar radiation prediction using combined satellite imagery and tabular data processing by Mohammed Attya, O. M. Abo-Seida, H. M. Abdulkader, Amgad M. Mohammed

“…The second path take the input as tabular data and use the diffusion model to impute the missing data in the tabulated data. …”
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Hybrid incompressible SPH–machine learning approach for simulating natural convection in a porous intricate domain by Noura Alsedais, Abdelraheem M. Aly

“…The novelty of this work lies in developing a hybrid numerical-AI approach to analyze complex heat and mass transfer phenomena influenced by buoyancy effects, thermal radiation, and thermosolutal interactions, offering a computationally efficient alternative to traditional simulations. A comprehensive mathematical model is developed based on double-diffusive convection equations, incorporating Soret and Dufour effects, Darcy–Brinkman–Forchheimer modeling of the porous medium, and latent heat release from NEPCM. …”
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Metal-organic framework glass stabilizes high-voltage cathodes for efficient lithium-metal batteries by Lishun Bai, Yan Xu, Yue Liu, Danni Zhang, Shibin Zhang, Wujie Yang, Zhi Chang, Haoshen Zhou

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Efficient High-Order Iterative Methods for Solving Nonlinear Systems and Their Application on Heat Conduction Problems by Alicia Cordero, Esther Gómez, Juan R. Torregrosa

“…For solving nonlinear systems of big size, such as those obtained by applying finite differences for approximating the solution of diffusion problem and heat conduction equations, three-step iterative methods with eighth-order local convergence are presented. …”
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