Analysis of Product Sampling for New Product Diffusion Incorporating Multiple-Unit Ownership by Zhineng Hu, Yurong Pei, Ruikun Xie

“…Based on the Bass model, this paper develops a new model considering the multiple-unit adoptions as a diffusion process under the influence of product sampling. …”
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A surface diffusion block coefficient and model about coal-adsorbed gas by Yugui ZHANG, Shiqiang CHEN, Mingjie ZHANG, Jiangwei YAN, Cao LIU, Zhe LI, Di CHENG

“…Coal adsorption of gases process, 0 < κ < 1; adsorption equilibrium, where gas molecules bounce forward and backward with equal probability, κ=1; surface diffusion in an ideal state of infinite space with no blockage, κ=0. ② The surface diffusivity model of coal-adsorbed gas is established and validated. …”
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Nonlinear Diffusion-Based Multifield Coupling Model for Thermally Enhanced CBM Recovery by Rui Yang, Weiqun Liu, Jiakun Lv

“…However, previous studies either neglected the nonlinear diffusion process of gas or only assumed that the diffusion coefficient varies with production time. …”
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Detection of microstructural changes of the brain in Parkinson’s disease using diffusion tensor imaging by Shaima Fattouh Elkholy, Mostafa Abd ElMalek Mohammed Saber, Mohammad Edrees Mohammad, Mohammed D. Homos

“…In patients with Parkinson disease (PD), such changes could help in better understanding of the disease process, demonstrating distribution of the disease within the brain, and also help in diagnosis and follow-up of Parkinson’s disease patients. …”
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A diffusion enhanced CRF and BiLSTM framework for accurate entity recognition by Yunfei Qiu, Libo Dong, Wenwen Zhang, Haoran Xing, Junwei Huang

“…Abstract In Named Entity Recognition tasks, the diffusion model effectively processes discrete data. …”
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Infusion, Diffusion, and Acculturation on Instructional Training: Lived Experiences of Social Studies Teachers by Lea Monloy, Nancy Espacio

“…The study highlights three key processes: infusion, where teachers integrate new strategies like technology and differentiated instruction into their curriculum to enhance student engagement; diffusion, which involves sharing these practices among colleagues to foster collaboration and peer mentoring. …”
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Linguistic features influencing information diffusion in social networks: A systematic review by Lejla Džanko, Caterina Suitner, Tomaso Erseghe, Jan Nikadon, Magdalena Formanowicz

“…This difference in sharing was considered in only n = 7 of the selected works, of which only n = 2 identified features that positively affect both processes.…”
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Toward Artificial General Intelligence in Hydrogeological Modeling With an Integrated Latent Diffusion Framework by Chuanjun Zhan, Zhenxue Dai, Jiu Jimmy Jiao, Mohamad Reza Soltanian, Huichao Yin, Kenneth C. Carroll

“…However, traditional approaches often rely on separate task‐specific models, resulting in time‐consuming selection and tuning processes. This study develops an integrated Latent Diffusion Model (LDM) framework to address four key hydrogeological modeling tasks: aquifer heterogeneity structure generation, surrogate modeling for flow and transport, and direct inversion of aquifer heterogeneity structure. …”
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Super-resolution mapping of anisotropic tissue structure with diffusion MRI and deep learning by Alfredo Ordinola, David Abramian, Magnus Herberthson, Anders Eklund, Evren Özarslan

“…Numerous diseases and processes affecting the central nervous system can be detected and monitored via diffusion MRI thanks to its sensitivity to microstructural alterations in tissue. …”
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Identification of the Aeroacoustic Emission Source Regions Within a Ceiling Swirl Diffuser by Philipp Ostmann, Martin Kremer, Dirk Müller

“…Using a hybrid approach, a detailed three-dimensional large-eddy simulation is coupled with a perturbed wave equation to capture the aeroacoustic processes within the diffuser. The flow model is validated for the investigated operating point of 470 m³/h using laser-optical and acoustic measurements. …”
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Reconstructing Molecular Networks by Causal Diffusion Do‐Calculus Analysis with Deep Learning by Jiachen Wang, Yuelei Zhang, Luonan Chen, Xiaoping Liu

“…Abstract Quantifying molecular regulations between genes/molecules causally from observed data is crucial for elucidating the molecular mechanisms underlying biological processes at the network level. Presently, most methods for inferring gene regulatory and biological networks rely on association studies or observational causal‐analysis approaches. …”
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A novel flexible identity-net with diffusion models for painting-style generation by Yifei Zhao, Ziqi Liang, Yingrui Qiu, Xiaona Wang

“…However, traditional creative processes face challenges such as slow innovation, high costs, and limited scalability. …”
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Attractors for the nonclassical diffusion equations with the driving delay term in time-dependent spaces by Yadan Shi, Yongqin Xie, Ke Li, Zhipiao Tang

“…In this study, we primarily investigate the asymptotic behavior of solutions associated with a nonclassical diffusion process by memory effects and a perturbed parameter that varies over time. …”
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On the square-root approximation finite volume scheme for nonlinear drift-diffusion equations by Cancès, Clément, Venel, Juliette

“…We study a finite volume scheme for the approximation of the solution to convection diffusion equations with nonlinear convection and Robin boundary conditions. …”
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Slow Diffusion Underlies Alternation of Fast and Slow Growth Periods of Microtubule Assembly by Ming Yang

“…Mechanism underlying this phenomenon is unknown. Here a simple diffusion mechanism coupled with small diffusion coefficients is proposed to underlie this phenomenon. …”
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Adoption of a Newly Launched Software Product in the Market by Innovation Diffusion Modelling by Anchal Anchal, Arunava Majumder, Pardeep Goel, Manoj Singh Adhikari

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Microstructural Evolution in Nonvacuum Solid-State Diffusion Bonded Joints of AA2219 by Manjunath Vatnalmath, V. Auradi, V. Bharath, Madeva Nagaral, N. Nagaraj, A. Haiter Lenin

“…Chemical cleaning is adopted to protect the joining surfaces from reoxidation before the diffusion bonding process. Microstructure evolution at the bonded joints is characterized using optical microscopy, scanning electron microscopy (SEM), and energy dispersive spectroscopy (EDS). …”
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Progressive Conditional Diffusion Model for Multistage Spectral Restoration of Remote Sensing Image by Jinfeng Gao, Gangqiang Li, Ruxian Yao, Qiang Liu, Junming Zhang

“…However, most of these methods compute loss only at the final stage of the network, neglecting the intermediate generative processes, which leads to considerable spectral distortion in the reconstructed images. …”
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Label-Efficient Fine-Tuning for Remote Sensing Imagery Segmentation with Diffusion Models by Yiyun Luo, Jinnian Wang, Jean Sequeira, Xiankun Yang, Dakang Wang, Jiabin Liu, Grekou Yao, Sébastien Mavromatis

“…However, traditional fine-tuning processes exhibit poor transferability across different downstream tasks and require large amounts of labeled data. …”
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Gathering for Free: Embedding Economic Incentives in Social Networks Shape the Diffusion of NFTs by Zhe LI, Tianfang ZHAO, Hongjun ZHU

“…The digital innovation accompanied by explicit economic incentives have fundamentally changed the process of innovation diffusion. As a representative of digital innovation, NFTs (Non-Fungible Tokens) potentially offer new revenue streams in the digital space. …”
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