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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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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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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Determination of Effective Moisture Diffusivity Considering Shrinkage for Vibration-Assisted Infrared Drying of Pumpkin by Jongyingcharoen Jiraporn Sripinyowanich, Naweera Worawit, Sangruangnak Sakawrat, Assawadejmethakul Achira

“…Effective moisture diffusivity (Deff) ranged from 1.44×10-8 to 5.78×10-8 m2/s for HA and VIR drying, respectively. …”
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Swin-Diff: a single defocus image deblurring network based on diffusion model by Hanyan Liang, Shuyao Chai, Xixuan Zhao, Jiangming Kan

“…Abstract Single Image Defocus Deblurring (SIDD) remains challenging due to spatially varying blur kernels, particularly in processing high-resolution images where traditional methods often struggle with artifact generation, detail preservation, and computational efficiency. This paper presents Swin-Diff, a novel architecture integrating diffusion models with Transformer-based networks for robust defocus deblurring. …”
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Contour wavelet diffusion – a fast and high-quality facial expression generation model by Chenwei Xu, Yuntao Zou

“…To address these limitations, we propose a contour wavelet diffusion model that accelerates both training and inference speeds. …”
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Enhanced Thermal and Mass Diffusion in Maxwell Nanofluid: A Fractional Brownian Motion Model by Ming Shen, Yihong Liu, Qingan Yin, Hongmei Zhang, Hui Chen

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Delayed threshold and spatial diffusion in k-core percolation induced by long-range connectivity by Xin-Ya Zhang, Yi Yao, Zhiyu Han, Gang Yan

“…In such systems, distance-based connectivity shapes not only the information transmission efficiency but also the network robustness and vulnerability behavior. …”
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Transdermal Delivery of Lornoxicam Hybrid Nanogel: Design, Preparation, Characterization, and In-Vitro Diffusion Evaluation by Hayder Kadhim Drais

“…The conventional gel of lornoxicam (G) was prepared by solvent diffusion method. The LH1-LH6 was entered to characterization processes that were later used as a base to prepare lornoxicam hybrid nanogel formulations (LN1-LN6). …”
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Bibliometric cartography of data science: a large-scale analysis on knowledge integration and diffusion by Hongkan Chen, Jinchang Liu, Win-bin Huang, Yi Bu

“…The diffusion process is driven by both viral and broadcasting adopters, with the former facilitating early-stage dissemination, although a “damping” effect emerges as dissemination efficiency gradually declines. …”
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