Accurate low-dose exposure assessment of benzene and monoaromatic compounds by diffusive sampling: Sampling and analytical method validation according to ISO 23320 for radiello® sa... by Laura Zaratin, Caterina Boaretto, Riccardo Carnevale Schianca, George Hinkal, Elena Grignani, Danilo Cottica

“…The tested diffusive sampler is radiello® with the RAD145 adsorption substrate. …”
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FInCH: Fast statistical inference for continuous‐time animal movement by Dominic Grainger, Paul G. Blackwell

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Hybrid incompressible SPH–machine learning approach for simulating natural convection in a porous intricate domain by Noura Alsedais, Abdelraheem M. Aly

“…The novelty of this work lies in developing a hybrid numerical-AI approach to analyze complex heat and mass transfer phenomena influenced by buoyancy effects, thermal radiation, and thermosolutal interactions, offering a computationally efficient alternative to traditional simulations. A comprehensive mathematical model is developed based on double-diffusive convection equations, incorporating Soret and Dufour effects, Darcy–Brinkman–Forchheimer modeling of the porous medium, and latent heat release from NEPCM. …”
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DM_CorrMatch: a semi-supervised semantic segmentation framework for rapeseed flower coverage estimation using UAV imagery by Jie Li, Chengyong Zhu, Chenbo Yang, Quan Zheng, Binhui Wang, Jingmin Tu, Qian Zhang, Sheng Liu, Xinfa Wang, Jiangwei Qiao

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Application of an improved ant colony optimization algorithm of hybrid strategies using scheduling for patient management in hospitals by Md. Limonur Rahman Lingkon, Md. Sazol Ahmmed

“…With an assigned efficiency of 83.5 %, it can swiftly arrive at the ideal gate assignment outcome by assigning 132 patients to 20 gates of hospital testing rooms. …”
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Cryptanalysis of image confidentiality scheme based on hybrid chaotic maps by Majid Khan, Noor Munir

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THE EFFECT OF LINEZOLID AGAINST VANCOMYCIN-RESISTANT ENTEROCOCCI BY VARIOUS METHODS by Başak Sıla Eyüp, Gülseren Aktaş

“…The efficiency of linezolid in strains was investigated by disk diffusion, E-test and microdilution methods. …”
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Direct Conditional Score Modeling for Accelerated MRI Reconstruction by Hongki Lim

“…Recent state-of-the-art methods for MRI reconstruction often employ diffusion-based generative models, but face challenges in incorporating measurement information through likelihood-based updates. …”
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Usage of Transformer Plasma System for Si Nanopowder Synthesis by I.Y. Tishchenko, P.A. Kuzema

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Modeling trends in multicomponent gas membrane separation process: a review by Chukwuebuka Aninwede, Lukas Kratky

“…In this study, a comprehensive overview of standard mass transfer approaches and trends in mathematical modeling used by different authors in the literatures for efficient prediction of permeability, selectivity, and flux rate through hollow fiber membrane modules for multicomponent gas separation has been reviewed. …”
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Physics-Informed Neural Network-Based Inverse Framework for Time-Fractional Differential Equations for Rheology by Sukirt Thakur, Harsa Mitra, Arezoo M. Ardekani

“…Recent advancements in Physics-Informed Neural Networks (PINNs) offer a data-efficient framework for solving such inverse problems, yet most implementations are restricted to integer-order derivatives. …”
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Transferable Contextual Network for Rural Road Extraction from UAV-Based Remote Sensing Images by Jian Wang, Renlong Wang, Yahui Liu, Fei Zhang, Ting Cheng

“…TCNet integrates the clustered contextual Transformer (CCT) module, clustered cross-attention (CCA) module, and CBAM attention mechanism to ensure efficient model transferability across different geographical and climatic conditions. …”
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Molecular rotor as a high-temperature Brownian motor by O. Ye. Tsomyk, T. Ye. Korochkova, V. M. Rozenbaum

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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

“…Exudate from wounds and therapeutic fluids from a dressing must move through material with the necessary efficiency. This ensures that unwanted substances are removed from the wound and the necessary moisture is maintained. …”
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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 experiments done prove the efficiency of the used stage such as missing pixel imputation, removing noise, missing data imputation and prediction using LSTM when compared with other available techniques. …”
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3D-Printed Reflect-Transmit-Array Antenna With Modified Transmitarray Mode for RCS Reduction by Vimal Kumar, Akhilesh Mohan, Gunjan Srivastava, Sachin Kumar, Tanweer Ali

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Applications of information navigation method in wireless sensor networks by Wei WEI, Liang ZHANG, De-ke GUO, Pei-yi SHEN

“…For adapting to a novel architecture of WSNs,which supports information query and navigation systems through construction of the virtual potential field.Under the premise of diffusion equation and poisson-based formula,a novel method was proposed which can accomplish the navigation more conveniently and more efficiently.In order to guarantee the accuracy of navigation,the relative knowledge of information transmission and the partial differential process(diffusion equation)in electric potential field was utilized,meanwhile gradient descent method was also applied in the process of application.A complete mathematical derivation was used.Tiny-OS simulations show the method can efficiently overcome the original WSNs weakness that network configuration abilities of information navigation are not good enough.Simultaneously,during the process of explore the navigation computation,structures of diffusion equation are more flexible and adaptability.…”
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Application of interactive AI system based on image recognition in rural landscape design by Da He

“…From this, it can be seen that the research system not only has efficient design efficiency but also meets the requirements for the image quality of the landscape plan drawn and adaptability to the environment. …”
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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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