Anodapter: A Unified Framework for Generating Aligned Anomaly Images and Masks Using Diffusion Models by Minkyoung Shin, Seonggyun Jeong, Yong Seok Heo

“…Unlike earlier models such as AnomalyDiffusion, which use separate models for mask and image generation, Anodapter integrates both tasks into a single diffusion model through its proposed Switch Adapter, eliminating misalignment and improving realism. …”
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Diff-Tree: A Diffusion Model for Diversified Tree Point Cloud Generation with High Realism by Haifeng Xu, Yongjian Huai, Xiaoying Nie, Qingkuo Meng, Xun Zhao, Xuanda Pei, Hao Lu

“…To address these limitations, we propose Diff-Tree, a novel diffusion model-based framework for generating diverse and realistic tree point cloud with reduced dependence on real-world data. …”
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Simulating characteristics of Si/Ge tandem monolithic solar cell with Si1-xGex buffer layer by A. B. Gnilenko, Ju. N. Lavrich, S. V. Plaksin

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Adoption of digital logistics platforms in the maritime logistics industry: based on diffusion of innovations and extended technology acceptance by Yanfeng Liu, Shanshan Zhao, Shuxian Zhao

“…Abstract In the context of an increasingly complex global shipping network and heightened market demand fluctuations, the maritime and logistics industry faces challenges such as greater supply chain management uncertainty and limited improvements in operational efficiency. As a core enabler of digital transformation, digital logistics platforms (DLP) enhance transportation efficiency, strengthen supply chain resilience, and bolster corporate competitiveness. …”
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Applicability Analysis of Reduced-Order Methods with Proper Orthogonal Decomposition for Neutron Diffusion in Molten Salt Reactor by Zhengyang Zhou, Ming Lin, Maosong Cheng, Yuqing Dai, Xiandi Zuo

“…A set of reduced-order modeling frameworks based on Proper Orthogonal Decomposition (POD) is developed to improve the computational efficiency for neutron diffusion calculations while maintaining accuracy, especially for small samples. …”
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A Non-Standard Finite Difference Scheme for Time-Fractional Singularly Perturbed Convection–Diffusion Problems by Pramod Chakravarthy Podila, Rahul Mishra, Higinio Ramos

“…The proposed method shows high efficiency when applied using a uniform mesh and can be easily extended to a Shishkin mesh in the spatial domain. …”
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Short- and long-term results of organ-sparing surgery in patients with severe diffuse adenomyosis at perimenopausal transition by V. B. Tskhay, G. T. Mikailly, I. I. Tskhay

“…The study included 18 patients with severe diffuse adenomyosis who underwent fertility-sparing excision of diffuse adenomyosis by means of Osada procedure. …”
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First-principles investigation of the resistive switching energetics in monolayer MoS2: insights into metal diffusion and adsorption by Jameela Fatheema, Liangbo Liang, Brian H. Lee, Wennie Wang, Deji Akinwande

“…Nudged elastic band (NEB) calculations evaluated diffusion barriers in pristine and sulfur-vacancy MoS2. …”
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Design of Computational Model for Cyanobacterial Pollutant Diffusion Change in Chaohu Lake of China Based on Large Data by Junping Yao, Guilan He

“…Cyanobacteria in Chaohu Lake multiply rapidly and diffuse in large quantities every summer, which has a serious impact on the normal life of the surrounding residents and the local economic development. …”
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An Eighth-Order Numerical Method for Spatial Variable-Coefficient Time-Fractional Convection–Diffusion–Reaction Equations by Yuelong Feng, Xindong Zhang, Leilei Wei

“…In this paper, we propose a high-order compact difference scheme for a class of time-fractional convection–diffusion–reaction equations (CDREs) with variable coefficients. …”
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An innovative and sustainable design of intangible Miao wax printing patterns in combination of diffusion model and fuzzy TOPSIS by Xinhui Kang, Wenjie You, Huaqian Xie

“…This not only improves the design efficiency, but also provides a rich source of inspiration for designers, thus promoting the in-depth integration of Intangible Cultural Heritage and modern industry, and bringing new opportunities for local economic development.…”
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Light-driven simultaneous active and diffusive behaviour of asymmetric microclusters using a photophoretic trap in air by Anita Pahi, Kirty Ranjan Sahoo, Biswajit Das, Shuvojit Paul, Ayan Banerjee

“…Active and diffusive motion in Brownian particles are regularly observed in fluidic environments, albeit at different time scales. …”
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DiffMamba: semantic diffusion guided feature modeling network for semantic segmentation of remote sensing images by Zhen Wang, Nan Xu, Zhuhong You, Shanwen Zhang

“…DiffMamba uses a hybrid CNNs-Transformer as the encoder structure, and is equipped with the efficient phase sensing module (EPSM), the multi-view transformer module (MVTrans), the semantic diffusion alignment module (SDAM), and the coordinate state space model (CAMamba). …”
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Diffuse Reflectance Spectrophotometers Based on C12880MA and C11708MA Mini-Spectrometers Hamamatsu by V. A. Firago, N. V. Levkovich, K. I. Shuliko

“…Diffuse reflection spectroscopy with spatial resolution is a promising direction of non-destructive control of the properties of a number of scattering fine-dispersed materials, including food products. …”
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Ultrasound-Mediated Drug Diffusion, Uptake, and Cytotoxicity in a Glioblastoma 3D Tumour Sphere Model by Janith Wanigasekara, Julie Rose Mae Mondala, Patrick J. Cullen, Brijesh K. Tiwari, Gemma K. Kinsella, James F. Curtin

“…In conclusion, our data demonstrate that US enhances drug diffusion, uptake, and cytotoxicity using 3D spheroid models when compared with 2D cultures. …”
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Enhanced HoVerNet Optimization for Precise Nuclei Segmentation in Diffuse Large B-Cell Lymphoma by Gei Ki Tang, Chee Chin Lim, Faezahtul Arbaeyah Hussain, Qi Wei Oung, Aidy Irman Yajid, Sumayyah Mohammad Azmi, Yen Fook Chong

“…<b>Background/Objectives</b>: Diffuse Large B-Cell Lymphoma (DLBCL) is the most common subtype of non-Hodgkin lymphoma and demands precise segmentation and classification of nuclei for effective diagnosis and disease severity assessment. …”
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Efficient numerosity estimation under limited time. by Joseph A Heng, Michael Woodford, Rafael Polania

“…This model accurately predicts many features of human numerosity estimation as a function of temporal exposure, indicating that humans can rapidly and efficiently sample numerosity information over time. …”
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Nutrient diffusion-inspired catalysts with self-reinforced concentration gradient for sustainable electroreduction of dilute CO2 by Jialei Chen, Tiantian Lu, Xuelong Liao, Shan Chen, Youzeng Li, Yue Wang, Runyu Lv, Wenyue Cui, Wenlong Lan, Wei Wang, Lixin Cao, Zhuo Chen, Zhuang Zhao, Jinhan Li, Wei Shi, Sheng Zhang, Huan Wang

“…Consequently, the CO Faradaic efficiency attains >90% with varying CO2 concentration of 4-15 vol. % CO2 in MEA. …”
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Solution of Coupled Systems of Reaction–Diffusion Equations Using Explicit Numerical Methods with Outstanding Stability Properties by Husniddin Khayrullaev, Andicha Zain, Endre Kovács

“…We obtained that, similarly to the single-equation case, the leapfrog–hopscotch method is usually the most efficient to solve these problems.…”
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Deep-learning-based detection of large vessel occlusion: A comparison of CT and diffusion-weighted imaging by JaeYoung Kang, JunYoung Park, YoungJae Kim, BumJoon Kim, SangHee Ha, KwangGi Kim

“…We aimed to validate whether computed tomography combined with clinical information (CT&CI) or diffusion-weighted imaging (DWI) offers better predictive accuracy for anterior circulation LVO. …”
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