Text-Conditioned Diffusion-Based Synthetic Data Generation for Turbine Engine Sensor Analysis and RUL Estimation by Luis Pablo Mora-de-León, David Solís-Martín, Juan Galán-Páez, Joaquín Borrego-Díaz

“…This paper introduces a novel framework for generating synthetic time-series data from turbine engine sensor readings using a text-conditioned diffusion model. The approach begins with dataset preprocessing, including correlation analysis, feature selection, and normalization. …”
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Evaluation and Validation on Sensitivity of Near-Infrared Diffuse Reflectance in Non-Invasive Human Blood Glucose Measurement by Qing Ge, Tongshuai Han, Rong Liu, Zengfu Zhang, Di Sun, Jin Liu, Kexin Xu

“…This study evaluates the sensitivity of glucose-induced diffuse reflectance in the 1000–1700 nm range. A key factor in understanding this sensitivity is the rate at which the scattering coefficient changes due to glucose, as it is significantly higher than in non-living media and predominantly influences the diffuse light signal level when blood glucose levels change. …”
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Dynamic Frequency Optimization for Underwater Acoustic Energy Transmission: Balancing Absorption and Geometric Diffusion in Marine Environments by Zhongzheng Liu, Tao Zhang, Yuhang Li, Yazhen Yuan, Nahid Mahmud, Yanzhang Geng

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Non-invasive methods of molecular diagnosis, clinical monitoring and approaches to the personalized therapy of diffuse midline glioma by E. V. Petersen, D. A. Chudakova, D. B. Erdyneeva, A. A. Kalinkin, R. Claros, E. Y. Shabalina, D. A. Gudkov, О. A. Mynbaev, I. V. Reshetov

“…The purpose of the study was to summarize and analyze modern data about non-invasive methods of molecular diagnosis and approaches to the personalized therapy of diffuse midline glioma (DMG). Material and Methods. …”
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A Mitochondria‐Related Signature in Diffuse Large B‐Cell Lymphoma: Prognosis, Immune and Therapeutic Features by Zhen‐Zhong Zhou, Jia‐Chen Lu, Song‐Bin Guo, Xiao‐Peng Tian, Hai‐Long Li, Hui Zhou, Wei‐Juan Huang

“…ABSTRACT Background Distinctive heterogeneity characterizes diffuse large B‐cell lymphoma (DLBCL), one of the most frequent types of non‐Hodgkin's lymphoma. …”
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Genetic Subtype‐Based International Prognostic Index Prognostic Model in Diffuse Large B‐Cell Lymphoma by Lan Mi, Jili Deng, Jiayue Qin, Chen Zhang, Lixia Liu, Shunli Yang, Libin Chen, Hua‐Jun Wu, Haojie Wang, Jun Zhu, Hong Chen, Feng Lou, Shanbo Cao, Yuqin Song, Weiping Liu

“…ABSTRACT Molecular subtyping in diffuse large B‐cell lymphoma (DLBCL) leads to facilitating drug selection. …”
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Preliminary study on the use of perfluoropropane contrast agent in monitoring drug diffusion during fascial plane blocks by Zhicheng Zhang, Yue Zhang, Yong Ni, Lina Wang, Lixiang Nie, Xianda Zhao

“…Next, 0.375% ROP was mixed with UCA at the selected optimal dilution ratio (with the addition of methylene blue). …”
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Development of a Novel Hyperchaos-Based Image Encryption Algorithm Consisting of Two Scrambling-Diffusion Operations by Yongzhong Huang, Xueguang Bi, Yucheng Liu, Yuxia Li

“…This paper proposes a hyperchaos-based image encryption algorithm, which consists of two scrambling-diffusion operations and one scrambling operation. …”
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Numerical modeling of oxygen diffusion in tissue spheroids undergoing fusion using function representation and finite volumes by Katherine Vilinski-Mazur, Bogdan Kirillov, Oleg Rogozin, Dmitry Kolomenskiy

“…We present modeling of oxygen diffusion based on meshes derived from the geometry of fusing spheroids, a method for selecting optimal spheroid size, and several statistics for estimating cellular viability. …”
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Predicting orthognathic surgery results as postoperative lateral cephalograms using graph neural networks and diffusion models by In-Hwan Kim, Jiheon Jeong, Jun-Sik Kim, Jisup Lim, Jin-Hyoung Cho, Mihee Hong, Kyung-Hwa Kang, Minji Kim, Su-Jung Kim, Yoon-Ji Kim, Sang-Jin Sung, Young Ho Kim, Sung-Hoon Lim, Seung-Hak Baek, Jae-Woo Park, Namkug Kim

“…Accurate prediction of surgical outcomes is essential for selecting the optimal treatment plan and ensuring patient satisfaction. …”
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From imaging to computational domains for physics-driven molecular biology simulations: Hindered diffusion in platelet masses. by Catherine House, Ziyi Huang, Kaushik N Shankar, Sandra J Young, Meghan E Roberts, Scott L Diamond, Maurizio Tomaiuolo, Timothy J Stalker, Lu Lu, Talid Sinno

“…In this study, we utilize high-resolution electron microscopy alongside machine learning and physics-based simulations to investigate how such clot microstructure impacts molecular diffusivity. We used Serial Block Face - Scanning Electron Microscopy (SBF-SEM) to image select volumes of hemostatic masses formed in a mouse jugular vein, producing high-resolution 2D images. …”
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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

“…Further through incorporation of an O2-adsorption packed column before MEA, we realize the stable and selective conversion of O2-containing flue gas into CO.…”
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Autologous hematopoietic stem-cell transplantation in diffuse cutaneous systemic sclerosis: a single-center experience by Marko Barešić, Ljiljana Smiljanić Tomičević, Igor Aurer, Mislav Cerovec, Branimir Anić

“…We present two cases of rapidly progressive diffuse cutaneous systemic sclerosis (dcSSc) treated with AHSCT following inadequate response to conventional immunosuppressive therapy. …”
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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

“…Then, based on customers’ preferences, fuzzy TOPSIS is used to evaluate and rank the esthetics of patterns; the top 20 patterns that is loved by customers are selected. The esthetic optimization design of wax printing pattern is carried out through the collaborative innovation of shape grammar and DM. …”
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Influence of aluminium distribution on the diffusion mechanisms and pairing of [Cu(NH3)2]+ complexes in Cu-CHA by Joachim D. Bjerregaard, Martin Votsmeier, Henrik Grönbeck

“…Abstract The performance of Cu-exchanged chabazite (Cu-CHA) for the ammonia-assisted selective catalytic reduction of NO x (NH3-SCR) depends critically on the presence of paired $${[{{{\rm{Cu}}}}{({{{{\rm{NH}}}}}_{3})}_{2}]}^{+}$$ [ Cu ( NH 3 ) 2 ] + complexes. …”
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Diffusion principles of SF6 tracer gas: constraints on SF6 mixing distance in mine tunnels by Fang Xu, Jian Liu, Dong Wang, Xue Liu

“…The wind measurement method monitors SF6 diffusion by stably releasing SF6 in the tunnel, and then measuring the SF6 concentration until achieving even distribution. …”
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IDEEA: information diffusion model for integrating gene expression and EEG data in identifying Alzheimer’s disease markers by Enes Ozelbas, Tuba Sevimoglu, Tamer Kahveci

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Supercritical/dense-phase CO2 pipeline leakage diffusion experiment and hazard distance prediction method by Yifei Wang, Qihui Hu, Xuefeng Zhao, Buze Yin, Lan Meng, Xin Ouyang, Siqi Cong, Chaofei Nie, Yaqi Guo, Yuxing Li

“…The study of the diffusion characteristics of CO2 leakage in pipelines and the determination of the hazardous distance resulting from such leakage under various working conditions are crucial for identifying the high-consequence zone of industrial CO2 pipelines and analyzing the consequences of accidents. …”
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Modeling and numerical analysis of the effect of dissociation/recombination of water molecules on the transport of salt ions in diffusion layer by N. O. Chubyr, A. V. Kovalenko, M. Kh. Urtenov, A. I. Sukhinov, V. A. Gudza

“…+ and ????????−ions) in the diffusion layer of electromembrane systems with a perfectly selective membrane are used. …”
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The Pore Diffusion Coefficient of Iodide Ion in Rock Samples Using X-ray K-edge Imaging by Jiujiang ZHAO, Zhe WANG, Zhidu ZHANG, Hong ZHAO

“…To minimize the shape effect of cylindrical samples, the average greyscale values, which were selected from the area of ±5mm to the center of radial direction, were used for calculating the iodide ion pore diffusion coefficient. …”
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