Propagating the Prior From Shallow to Deep With a Pre‐Trained Velocity‐Model Generative Transformer Network by Randy Harsuko, Shijun Cheng, Tariq Alkhalifah

“…With the dawn of machine learning, these velocity models (or, more precisely, their distribution) can be stored accurately and efficiently in a generative model. These stored velocity model distributions have the potential to be utilized in future applications, such as in regularization and uncertainty quantification in inverse problems. …”
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Fast and Robust Image Encryption Scheme Based on Quantum Logistic Map and Hyperchaotic System by Nehal Abd El-Salam Mohamed, Aliaa Youssif, Hala Abdel-Galil El-Sayed

“…Moreover, the encryption time of the proposed method is satisfactory, and the method can be efficiently used in practice for the secure transmission of image information.…”
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Typical and extreme weather datasets for studying the resilience of buildings to climate change and heatwaves by Anaïs Machard, Agnese Salvati, Mamak P. Tootkaboni, Abhishek Gaur, Jiwei Zou, Liangzhu Leon Wang, Fuad Baba, Hua Ge, Facundo Bre, Emmanuel Bozonnet, Vincenzo Corrado, Xuan Luo, Ronnen Levinson, Sang Hoon Lee, Tianzhen Hong, Marcelo Salles Olinger, Rayner Maurício e Silva Machado, Emeli Lalesca Aparecida da Guarda, Rodolfo Kirch Veiga, Roberto Lamberts, Afshin Afshari, Delphine Ramon, Hoang Ngoc Dung Ngo, Abantika Sengupta, Hilde Breesch, Nicolas Heijmans, Jade Deltour, Xavier Kuborn, Sana Sayadi, Bin Qian, Chen Zhang, Ramin Rahif, Shady Attia, Philipp Stern, Peter Holzer

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Production Decline Analysis for Two-Phase Flow in Multifractured Horizontal Well in Shale Gas Reservoirs by Wei-Yang Xie, Xiao-Ping Li, Lie-Hui Zhang, Xiao-Hua Tan, Jun-Chao Wang, Hai-Tao Wang

“…Moreover, it provides the theoretical basis for exploiting this reservoir efficiently.…”
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Charging the Future with Pioneering MXenes: Scalable 2D Materials for Next-Generation Batteries by William Coley, Amir-Ali Akhavi, Pedro Pena, Ruoxu Shang, Yi Ma, Kevin Moseni, Mihrimah Ozkan, Cengiz S. Ozkan

“…We highlight both top-down and emerging bottom-up approaches, exploring their respective efficiencies, environmental impacts, and industrial feasibility. …”
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Mitigation of coal spontaneous combustion and enhanced coalbed methane recovery using liquid CO₂: Mechanisms, field applications, and implications for mines by Xiaojiao Cheng, Jinsuo Song, Hu Wen, Shixing Fan, Mingyang Liu, Wansheng Mi, Zhijin Yu, Yin Liu, Rijun Li

“…CO2 has become the primary choice for collaborative disaster governance because of its efficient control of the oxidation process of residual coal in goaf, enhanced coalbed methane (ECBM) recovery, and the goal of “2030 carbon peak and 2060 carbon neutralisation”. …”
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Influence of Different Cationic Polymer-Based Micelles on the Corneal Behavior and Anti-Cataract Effect of Diosmetin by Jing Zhang, Min Zha, Anping Wan, Satya Siva Kishan Yalamarty, Nina Filipczak, Xiang Li

“…Transcorneal permeability was determined by modified Franz diffusion method and the permeation routes of the vesicles are investigated. …”
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The Analysis of Process of Crushing in the Vibrocavitational Homogenizer by E. V. Flisyuk, S. S. Belokurov, I. A. Narkevich, O. M. Flisyuk, D. Yu. Ivkin

“…However, fine grinding of raw materials often leads to the formation of a sediment layer that pollutes the solution with ballast substances and complicates its purification, and also reduces the yield of biologically active substances, therefore, the study of this process is necessary to control the dispersed composition in order to ensure the highest extraction efficiency in devices of this type.Materials and methods. …”
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Effect of rituximab on the manifestations of activity and pulmonary function in patients with systemic sclerosis: one-year follow-up evaluation by L. P. Ananyeva, O. A. Koneva, O. V. Desinova, L. A. Garzanova, S. I. Glukhova, M. N. Starovoitova, O. B. Ovsyannikova, A. V. Volkov, A. P. Aleksankin, E. L. Nasonov

“…Data from a number of studies show that rituximab (RTM) can improve lung function and reduce the severity of skin fibrosis in patients with SS.Objective: to evaluate the efficiency of RTM in a cohort of patients with SS-associated ILD after one-year follow-up. …”
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An intelligent bridge multi-dimension deflection IoT monitoring system based on laser datum and imaging by Dan Zhao, Huifeng Wang, Hao Du, Haoyi Cheng, Lu Peng, Yaru Liang, He Huang, Yunmeng Li

“…This method solves the problem of low efficiency of artificial bridge deflection monitoring, realizes all-weather online real-time monitoring of bridge deflection detection, and ensures the accuracy and efficiency of the measurement system. …”
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Drug Release Analysis and Optimization for Drug-Eluting Stents by Hongxia Li, Yihao Zhang, Bao Zhu, Jinying Wu, Xicheng Wang

“…The results demonstrate that the optimized design can efficiently improve the efficacy of drug deposition and penetration into the arterial walls.…”
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Key experimental technologies and their development directions for the exploration and production of deep coalbed methane by Xia YAN, Fengyin XU, Xianyue XIONG, Feng WANG, Chunhu LI, Jiyuan ZHANG, Borui XU, Qianhui CHENG, Xiong HU, Xueguang ZHU, Wei LIANG, Pu YUAN, Yanqing FENG, Zhenji WEI

“…These experimental technologies aim is to achieve environment protection, permeability enhancement, desorption promotion, and CO2 storage, thus providing vital support for the efficient production and utilization of deep CBM and coals and helping attain the goals of peak carbon dioxide emissions and carbon neutrality.…”
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Development and validation of an explainable machine learning model for predicting postoperative pulmonary complications after lung cancer surgery: a machine learning studyResearch... by Shaolin Chen, Ting Deng, Qing Yang, Jin Li, Juanyan Shen, Xu Luo, Juan Tang, Xulian Zhang, Jordan Tovera Salvador, Junliang Ma

“…Further work should aim to identify high-risk patients early through clinical data analysis, enabling timely interventions and more efficient allocation of limited healthcare resources. …”
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Preparation and Adsorption Performance of Polyacrylamide/<italic>Nicandra Physalodes </italic>(L.) <italic>Gaertn</italic> Composite Material for Congo Red Removal by GUO Wanjin, SUN Hao, CAO Chuqing, ZHAO Lijun

“…Therefore, it is imperative to explore the development of an efficient, non-polluting, and convenient post-treatment adsorbent for Congo red in wastewater.MethodsA composite adsorbent was created using <italic>Nicandra physalodes </italic>(L.) …”
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Recent Advances in Preparation, Modification, and Application of Free-Standing and Flow-Through Anodic TiO₂ Nanotube Membranes by Ewelina Szaniawska-Białas, Anna Brudzisz, Amara Nasir, Ewa Wierzbicka

“…The well-organized TiO₂ nanotubes can be efficiently and cost-effectively produced through anodizing, while further utility of this material can be achieved by creating detached and flow-through membranes. …”
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Drying Process of Senna alata Medicinal Leave: Comparative Empirical and Artificial Neural Networks Modelling of Mass Transfer Kinetics with Energy Analysis by Abiola John Adeyi

“…SAL was dried at the selected drying factors (leaf form and microwave power); and moisture transport characteristics including moisture content, moisture ratio, effective moisture diffusivity, activation energy, energy consumption, specific energy consumption and energy efficiency were determined gravimetrically and empirically. …”
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Binding Energies of Small Interstellar Molecules on Neutral and Charged Amorphous Solid Water Surfaces by Tobe Vorsselmans, Erik C. Neyts

“…However, several abundant molecules and organic molecules cannot be produced efficiently by gas-phase reactions. To explain the existence of such molecules in the ISM, gas-surface interactions between small molecules and dust particles covered with amorphous solid water (ASW) mantles must be considered. …”
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Dynamical and Computational Analysis of Fractional Korteweg–de Vries-Burgers and Sawada–Kotera Equations in Terms of Caputo Fractional Derivative by N. S. Alharthi

“…The proposed methods are novel and remarkable hybrid integral transform schemes that effectively incorporate the Adomian decomposition method, homotopy perturbation method, and Yang transform method. They efficiently yield rapidly convergent series-type solutions through an iterative process that requires fewer computations. …”
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Tailored pc@zro₂@cellulose fiber composites as versatile materials for photocatalytic metal ion reduction and microbial deactivation by Reem. Mohammed, Shimaa M. Abdel-Moniem, Nabila S. Ammar, Mohamed A. El-Liethy, Hanan S. Ibrahim, Mohamed Eid M. Ali

“…The composite materials were characterized using X-ray diffraction (XRD), Fourier-transform infrared spectroscopy (FTIR), scanning electron microscopy (SEM), N2 adsorption/desorption isotherms, and diffuse reflectance spectroscopy (DRS). The results revealed successful integration of the PCs with the ZrO2-cellulose matrix, facilitating efficient charge transfer and enhanced photocatalytic performance. …”
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Assessing thermal and economic performance of solar dryers in sustainable strategies for bottle gourd and tomato preservation by Subbarama Kousik Suraparaju, Elavarasan Elangovan, Guna Muthuvairavan, Mahendran Samykano, P. V. Elumalai, Sendhil Kumar Natarajan, Reji Kumar Rajamony, Dhinesh Balasubramanian, Yasser Fouad, Manzoore Elahi M. Soudagar, Zhang Miao, Krishna Moorthy Sivalingam

“…Energy efficiency assessments highlighted the solar dryer’s advantage, with exergy efficiency peaking at 61.78% for bottle gourds and 68.5% for tomatoes. …”
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