Exploring deep generative models for improved data generation in hypertrophic cardiomyopathy by Swarajya Madhuri Rayavarapu, Gottapu Sasibhushana Rao

“…These findings underscore the trade-off between image quality and computational efficiency and highlight the potential of deep generative models to augment MRI datasets, thereby improving deep learning applications for HCM diagnosis. …”
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Basic Parameters of Medical Textile Materials for Removal and Retention of Exudate from Wounds by Mykola Riabchykov, Liudmyla Nazarchuk, Oksana Tkachuk

“…The obtained analytical solution of the change in moisture content with respect to time and coordinate includes two diffusion constants. The results of macro-experiments, together with analytical results, made it possible to determine the diffusion coefficient and the nonlinearity coefficient in an explicit form. …”
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Advanced solar radiation prediction using combined satellite imagery and tabular data processing by Mohammed Attya, O. M. Abo-Seida, H. M. Abdulkader, Amgad M. Mohammed

“…The second path take the input as tabular data and use the diffusion model to impute the missing data in the tabulated data. …”
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Efficient design and experimental research of large temperature drop ejector heat pump heating system by Jiyou Lin, Ronghua Wu, Hao Yu, Chenghu Zhang

“…Considering the structural parameters and flow characteristics of the diffuser, the adiabatic efficiency of the diffuser is solved iteratively. …”
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Assessment of thermo-mechanical performance of lightweight fibre-reinforced LECA concrete for enhanced energy efficiency by Idris Ahmed Ja'e, Zakaria Che Muda, Chiemela Victor Amaechi, Hamad Almujibah, Agusril Syamsir, Teh Hee Min, Ali E.A. Elshekh, Maaz Osman Bashir

“…While the intricate interplay between STF and the concrete matrix renders it ideal for tailored applications, the stable thermal response of the hybrid fibre concrete showcases beneficial performance in thermal efficiency, characterised by lower thermal conductivity and diffusivity relative to STF concrete. …”
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Photosensitization of Carbon Nitride Photoelectrodes with CdS: A Novel Architecture with Highly Efficient Photocatalytic Activity by Xiaosong Zhou, Fei Yang, Bei Jin, Tang Xu, Yaqing Yang, Xiaohui Yao

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Synthesis of CuO/Co3O4 Coaxial Heterostructures for Efficient and Recycling Photodegradation by R. X. Chen, S. L. Zhu, J. Mao, Z. D. Cui, X. J. Yang, Y. Q. Liang, Z. Y. Li

“…The enhanced photocatalytic efficiency of the composite could be ascribed to the synergistic effect of CuO and Co3O4. …”
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Performance Improvement of Proton Exchange Membrane Fuel Cells with a TiO₂ Sputtered Gas Diffusion Layer Under Low-Humidity Conditions by Byung Gyu Kang, Ye Rim Kwon, Ki Won Hong, Sun Ki Kwon, Hyeon Min Lee, Dong Kun Song, Ji Woong Jeon, Do Young Jung, Dohyun Go, Gu Young Cho

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LOW AND MEAN RADIATION DOSES IMPACT ON THE CEREBRAL TRACTS STRUCTURE OF THE CHERNOBYL ACCIDENT LIQUIDATORS IN THE REMOTE PERIOD (BASED ON ROUTINE AND DIFFUSION-TENSOR MAGNETIC RESO... by I. M. Levashkina, S. S. Aleksanin, S. V. Serebryakova, T. G. Gribanova

“…To evaluate correlation between brain structural damages and radiation exposure level for the Chernobyl nuclear power plant accident liquidators, routine and diffusion tensor magnetic resonance imaging methods are efficient to visualize and evaluate those damages; it is also important to compare magnetic resonance imaging data of liquidators with results, received for people of the same age and the same stage of cerebral vascular disease (the discirculatory encephalopathy of I and II stage), but who did not participate in the Chernobyl accident liquidation and did not suffer from other liquidation factors and radiation catastrophe aftermaths. …”
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Eco-friendly approach to corrosion inhibition of aluminum by Congo red dye in alkaline media: Experimental assessment, QSAR modeling, diffusion studies, and DFT/MC/MD simulations by Ayoub Chahid, Said Meftah, Mohamed Essahli, Mohammed Chafi, Rachid Kellal, Driss Benmessaoud Left, Mustapha Zertoubi

“…Weight loss measurements showed a maximum inhibition efficiency of 87.5 % at 1200 ppm, with decreased efficiency at higher temperatures, indicating a physical adsorption mechanism. …”
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Study on the Phosphate Compound Adsorption onto MgO-KOH/Biochar Adsorbent as Binding Agent in Diffusive Gradient in Thin Film (DGT) Technique for Bioavailable Phosphate Detection by Indah Permatasari, Asep Saefumillah

“…In this study, MgO-KOH/biochar was used as a binding agent in the Diffusive Gradient in Thin Films (DGT) technique to enhance phosphate detection. …”
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Pre‐Activation of Ice Nucleating Particles in Deposition Nucleation Mode: Evidence From Measurement Using a Static Vacuum Water Vapor Diffusion Chamber in Xinjiang, China by X. Jing, J. Yang, T. Li, J. Hu, C. He, Y. Yin, P. J. DeMott, Z. Wang, H. Jiang, K. Chen

“…The results indicate that the activation efficiency of INP was enhanced after pre‐activation. …”
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The Accuracy of ADC Measurements in Liver Is Improved by a Tailored and Computationally Efficient Local-Rigid Registration Algorithm. by Hossein Ragheb, Neil A Thacker, Jean-Marie Guyader, Stefan Klein, Nandita M deSouza, Alan Jackson

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Surface functionalization of cellulose nanocrystals derived from waste newspaper for highly efficient Mn (VII) sorption by F. M. Mohamed, Mohamed R. El-Aassar, B. Y. Eweida, A. M. Abdullah, H. A. Hamad, M. F. Alrakshy, Mohamed. Abdel Rafea, R. E. Khalifa

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Numerical investigation of mesoscale multiphase mass transport mechanism in fibrous porous media by Zhe Li, Chengyan Wang, Lin Li, Jiafeng Wu, Zichao Yin, Dapeng Tan

“…The structure and material properties of the gas diffusion layer (GDL) are important factors that restrict the efficient water management and structural stability of PEMFCs. …”
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The influence of the shape and grain size of commercial activated carbons on their sorption efficiency towards organic water pollutants by Krzysztof Kuśmierek, Lidia Dąbek, Andrzej Świątkowski

“…In this paper, the influence of the shape and grain size of commercial activated carbons on their adsorption efficiency towards organic water pollutants has been investigated. …”
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Strain-engineered light emitting diodes: a pathway to enhanced radiative efficiency and tunable optoelectronic performance by C. K. Maiti, Sanghamitra Das, Devika Jena, Diana Pradhan, Subhashree Choudhury, Taraprasanna Dash

“…In this work, we simulate a 3D cylindrical GaAs/AlGaAs LED structure to investigate self-heating-induced effects on internal quantum efficiency (IQE), recombination, and spectral shifts and analyze lattice temperature distribution under bias using a thermally coupled drift-diffusion model.…”
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An Efficient and Low-Complexity Transformer-Based Deep Learning Framework for High-Dynamic-Range Image Reconstruction by Josue Lopez-Cabrejos, Thuanne Paixão, Ana Beatriz Alvarez, Diodomiro Baldomero Luque

“…The computational cost indicated that the architecture was significantly more efficient than other Transformer-based approaches for reconstruction. …”
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Ultra‐Thin Strain‐Relieving Si1−xGex Layers Enabling III‐V Epitaxy on Si by Trevor R. Smith, Spencer McDermott, Vatsalkumar Patel, Ross Anthony, Manu Hegde, Sophie E. Bierer, Sunzhuoran Wang, Andrew P. Knights, Ryan B. Lewis

“…The efficient strain relaxation results from the high oxidation temperature, producing a periodic network of dislocations at the substrate interface, coinciding with modulations of the Ge content in the Si1−xGex layer and indicating the presence of defect‐mediated diffusion of Si through the layer. …”
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An Unprecedented Efficiency with Approaching 21% Enabled by Additive-Assisted Layer-by-Layer Processing in Organic Solar Cells by Shuai Xu, Youdi Zhang, Yanna Sun, Pei Cheng, Zhaoyang Yao, Ning Li, Long Ye, Lijian Zuo, Ke Gao

“…Highlights Additive-assisted layer-by-layer (LBL) deposition enables organic solar cells to achieve an unprecedented power conversion efficiency of 20.8%, the highest efficiency to date. …”
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