A Point Source Identification Problem for a Time Fractional Diffusion Equation by Xiao-Mei Yang, Zhi-Liang Deng

“…Numerical results indicate that the proposed method is efficient and accurate.…”
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Spectral tau technique via Lucas polynomials for the time-fractional diffusion equation by Waleed Mohamed Abd-Elhameed, Abdullah F. Abu Sunayh, Mohammed H. Alharbi, Ahmed Gamal Atta

“…Here, we provide a new method to solve the time-fractional diffusion equation (TFDE) following the spectral tau approach. …”
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Analysis of Two-Grid Characteristic Finite Element Methods for Convection-Diffusion Equations by Keyan Wang, Boxia Hu

“…In this paper, two efficient two-grid algorithms for the convection-diffusion problem with a modified characteristic finite element method are studied. …”
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A posteriori Variational Multiscale Methods for the 1D convection-diffusion equations by Chacón Rebollo, Tomás, Domínguez-Delgado, Antonio, Gómez Marmol, Macarena

“…We present an extension of this technique to nonlinear convection-diffusion equations (a traffic model), providing an efficient method for the resolution of shocks from just the Galerkin solution at targeted times. …”
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Evaluation of Copper Diffusion Bonding Parameters Applied to the Manufacture of Flat Heat Pipes by Larissa Perego Mendes, Maria Cristina Amaral, Lucas de Andrade Caldas, Bianca Müller Martins, Kelvin Guessi Domiciano, Larissa Krambeck, Fabio Antonio Xavier, Marcia Barbosa Henriques Mantelli

“…Flat heat pipes are highly effective for electronic thermal management, combining compact design with efficient heat transfer. Diffusion bonding is a promising manufacturing method, enabling leak-tight joints without notable plastic deformation. …”
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ENGDM: Enhanced Non-Isotropic Gaussian Diffusion Model for Progressive Image Editing by Xi Yu, Xiang Gu, Xin Hu, Jian Sun

“…To enable efficient inference without retraining, ENGDM is rectified into an isotropic Gaussian diffusion model (IGDM) by assigning different total diffusion times to different pixels. …”
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RITUXIMAB WITH INVOLVED FIELD IRRADIATION FOR EARLY-STAGE DIFFUSE LARGE CELL LYMPHOMA by Vera Kovalskaya, Natalya Falaleeva, Stanislav Shklyaev, Andrey Chelmakov, Ludmila Grivtsova, Marwa Abdelgawad, Ahmed Mubarek

“…Objective: Efficacy and safety of Involved Field (IF) radiotherapy in combination for anti-CD20 antibody Rituximab (MabThera) and Involved field Radiotherapy for early-stage Diffuse Large Cell lymphoma (DLBCL) in a prospective, single-arm multicenter study. …”
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High-Quality Text-to-Speech Implementation via Active Shallow Diffusion Mechanism by Junlin Deng, Ruihan Hou, Yan Deng, Yongqiu Long, Ning Wu

“…In this work, a two-stage fast inference and efficient diffusion-based acoustic model of TTS, the Cascaded MixGAN-TTS (CMG-TTS), is proposed to address this problem. …”
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Numerical Analysis of Leakage and Diffusion Characteristics of In-Situ Coal Gas with Complex Components by Enbin Liu, Lianle Zhou, Ping Tang, Bo Kou, Xi Li, Xudong Lu

“…When the gas leaks laterally, the diffusion early warning boundary value of each component is maximal. …”
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Surface renewal driven copper recovery by cementation in a stirred reactor with a rotating wiper mechanism by A. S. Fathalla, E.-S. Z. El-Ashtoukhy, M. H. Abdel-Aziz, G. H. Sedahmed, M. A. El-Naggar

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AI-Assisted Restoration of Yangshao Painted Pottery Using LoRA and Stable Diffusion by Xinyi Zhang

“…Conventional restoration techniques encounter difficulties in accurately and efficiently reconstructing intricate designs. To address this issue, the study proposes an AI-assisted restoration workflow that combines Stable Diffusion models (SD) with Low-Rank Adaptation (LoRA) technology. …”
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Flooding-resistant gas diffusion electrode design for MEA-type CO2 electrolyzer by Youngjin Doh, Junwon Oh, Sengwoo Kim, Wonhee Lee, Ki Tae Park

“…This GDE demonstrates higher CO current density (jCO) and lower cell voltage, maintaining excellent stability with a high CO Faradaic efficiency (FECO) of 88.4 % over 50 h of continuous operation. …”
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Multi-Seasonal Risk Assessment of Hydrogen Leakage, Diffusion, and Explosion in Hydrogen Refueling Station by Yaling Liu, Yao Zeng, Guanxi Zhao, Huarong Hou, Yangfan Song, Bin Ding

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Leveraging Text Mining and Network Analysis for the Diffusion of Agricultural Science and Technology Policies in China by Xiaohe Liang, Yu Wu, Jiajia Liu, Jiayu Zhuang, Tong Yuan, Ying Chen, Lizhen Cui, Ailian Zhou, Jiajia Zhou, Tong Li

“…ASTPs have progressively expanded toward industrialization, informatization, and green development, with increased policy transmission efficiency. The diffusion process has formed three primary pathways: (i) enhancing agricultural innovation capacity, (ii) accelerating the transformation of technological achievements, and (iii) improving the agricultural science and technology innovation system. …”
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LMI Approach to Stability Analysis of Cohen-Grossberg Neural Networks with p-Laplace Diffusion by Xiongrui Wang, Ruofeng Rao, Shouming Zhong

“…And it is worth mentioning that even if p=2, the new criterion improves some recent ones due to computational efficiency. In addition, the resulting criterion has advantages over some previous ones in that both the impulsive assumption and diffusion simulation are more natural than those of some recent literatures.…”
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Fibonacci Wavelet Method for the Numerical Solution of Nonlinear Reaction-Diffusion Equations of Fisher-Type by Naied A. Nayied, Firdous A. Shah, M. A. Khanday

“…This article aims to propose an efficient Fibonacci wavelet-based collocation method for solving the nonlinear reaction-diffusion equation of Fisher-type. …”
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Modeling Information Diffusion in Online Social Networks Using a Modified Firefly Algorithm by Amjad Alloush, Ghaida Rebdawi, Mohammad Saeed Abou Trab

“…The proposed algorithm outperforms other baseline methods in terms of accuracy and efficiency in predicting information diffusion.…”
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Application of Shannon Entropy to Reaction–Diffusion Problems Using the Stochastic Finite Difference Method by Marcin Kamiński, Rafał Leszek Ossowski

“…This proposed approach enables a more comprehensive characterization of mixing efficiency, equilibrium states, and transient diffusion behavior. …”
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Advances in the Application of Simulation Methods for NaCl Diffusion during Salting of Aquatic Products by YANG Kun, WU Runlin, LI Qiqi, LI Kaiqi, XIONG Shanbai, LIU Ru

“…Consequently, in order to improve the salting efficiency and product quality, researchers have made extensive efforts on how to control and predict the diffusion of NaCl during the salting process. …”
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Diffusion‐Based Subsurface CO2 ${ ext{CO}}_{2}$ Multiphysics Monitoring and Forecasting by Xinquan Huang, Fu Wang, Tariq Alkhalifah

“…However, conventional seismic wave equation‐based approaches are computationally demanding, which hinders real‐time applications. In addition to efficiency, forecasting and uncertainty analysis are not easy to handle using such numerical‐simulation‐based approaches. …”
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