Bamboo stem ash as a sustainable cement replacement in lightweight foam mortar enhancing mechanical thermal and microstructural properties. by Mydin, Md Azree Othuman, Azman, Nurul Zahirah Noor, Awoyera, Paul O., Özkılıç, Yasin Onuralp, Fadugba, Olaolu George, Abdullah, Mohd Mustafa Al Bakri, Omar, Roshartini, Datta, Shuvo Dip

“…Thus, a 10–15% replacement range is recommended for applications requiring structural integrity and insulation. The density of the foam mortar decreased from 1000 kg/m3 for the control mix to 960 kg/m3 at 20% BSA replacement, improving the material’s lightweight characteristics. …”
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Seismic Foresight: A Novel Multi-Input 1D Convolutional Mixer Model for Earthquake Prediction Using Ionospheric Signals by Hakan Uyanik, Mehmet Kokum, Erman Senturk, Mohamed Freeshah, Salih T. A. Ozcelik, Muhammed Halil Akpinar, Serenay Celik, Abdulkadir Sengur

“…ConvMixer is a lightweight CNN architecture that blends spatial and channel information using depthwise convolutions and pointwise layers. Inspired by vision transformers, it offers efficient image classification with fewer parameters and high performance. …”
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Detection of fetal congenital heart defects on three-vessel view ultrasound videos by Netzahualcoyotl Hernandez-Cruz, Olga Patey, Bojana Salovic, Divyanshu Mishra, Md Mostafa Kamal Sarker, Aris Papageorghiou, J. Alison Noble

“…The second phase extends a ResNet with two CoordConv layers integrating spatial coordinates. We assess segmentation performance using the intersection over union (IoU) and dice similarity coefficient (DSC) metrics and classification of US videos using sensitivity and specificity. …”
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Development technologies and models of different types of gas reservoirs in Ordos Basin, NW China by Ailin JIA, Dewei MENG, Guoting WANG, Guang JI, Zhi GUO, Naichao FENG, Ruohan LIU, Suqi HUANG, Shuai ZHENG, Tong XU

“…The three types of reservoirs have entered the mid-to-late stages of the development, when the main challenge lies in accurately characterizing residual gas, evaluating secondary gas-bearing layers, and developing precise potential-tapping strategies. …”
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V. DOMONTOVYCH’S SHORT STORY “THIRST FOR MUSIC” IN THE ASPECT OF INTERDISCURSIVE METHODOLOGY by Alyona R. Tychinina., Nataliia V. Nikoriak

“…The purpose of the interdiscursive analysis is the reconstruction of all the discursive layers involved (hidden) by the author. The methodology suggests the identification of a broad range of significant bibliographical, cultural, artistic (intermedial and intertextual) architextual insertions and allusions. …”
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Measurement-guided therapeutic-dose prediction using multi-level gated modality-fusion model for volumetric-modulated arc radiotherapy by Changfei Gong, Changfei Gong, Changfei Gong, Yuling Huang, Yuling Huang, Yuling Huang, Junming Jian, Junming Jian, Junming Jian, Wenheng Zheng, Wenheng Zheng, Wenheng Zheng, Xiaoping Wang, Xiaoping Wang, Xiaoping Wang, Shenggou Ding, Shenggou Ding, Shenggou Ding, Yun Zhang, Yun Zhang, Yun Zhang

“…While these models stack successive pooling layers to carry out sequential learning, directly splice together different modalities along channel dimensions and feed them into shared encoder-decoder network, which greatly reduces the anatomical features specific to different modalities. …”
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Deep learning-based prediction of individualized Real-time FSH doses in GnRH agonist long protocols by Na Kong, Yu Xia, Zhilong Wang, Hui Zhang, Liyan Duan, Yingchun Zhu, Chenyang Huang, Guijun Yan, Jie Mei, Wujun Li, Haixiang Sun

“…Methods We developed a deep learning model that integrates cross-temporal and cross-feature encoding (CTFE) to predict personalized daily FSH doses in patients undergoing COS using the GnRH agonist long protocol. …”
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New insights into Cretaceous hydrocarbon accumulation and its significance for hydrocarbon exploration in Hashan area, northwestern margin of Junggar Basin by Yansheng QU, Ningning ZHONG, Shengzhu WANG, Bin WANG, Hongzhou YU, Jian ZHOU, Qianqian WU, Hongli LU

“…Strike-slip faults (e.g., Haqian 23 to Haqian 34 faults) vertically connected deep hydrocarbon source rocks with shallow sand bodies (porosity greater than 20% and permeability greater than 200×10-3 μm2), forming seven oil-bearing layers. In contrast, Jurassic reservoirs were predominantly controlled by lateral "fault-blanket" type transport mechanism. (3) Accumulation stages: Homogenization temperatures of inclusions (110 to 140 ℃) and aromatic maturity parameters (Rc=1.21%-1.56%) indicated that the Cretaceous experienced a single-phase, high-maturity hydrocarbon charging, whereas the Jurassic underwent a mixed dual-phase charging. …”
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Electricity Generation by a Phototrophic Bacterium in a Glucose−Fed Double Chambered Microbial Fuel Cell Using a Fabricated 3D Anode Electrode by Aliyu, A. A., Dahiru, R.

“…In addition to the SEM images, which showed a continuous multi−layered 3D scaffold on the Ni, the cyclic voltammetry (CV) analyses indicated an increase in the electrochemical activities of the rGO−Ni electrode compared to Ni. …”
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Species Diversity, Biomass Production and Carbon Sequestration Potential in the Protected Area of Uttarakhand, India by Geetanjali Upadhyay, Lalit M. Tewari, Ashish Tewari, Naveen Chandra Pandey, Sheetal Koranga, Zishan Ahmad Wani, Geeta Tewari, Ravi K. Chaturvedi

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PRAGMATIC POTENTIAL OF EXPRESSIVE INVERSION IN CONTEMPORARY POLITICAL DISCOURSE: A CASE STUDY OF U.S. PRESIDENTIAL INAUGURAL ADDRESSES by Nataliia M. Tymoshchuk

“…Instead, they often complement each other, creating a complex layered impact. However, the expressive function is the most frequently used, underscoring its importance in conveying persuasive and dynamic content in presidential speeches. …”
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Development of the NUCLEUS Detector to Explore Coherent Elastic Neutrino-Nucleus Scattering by Nicole Schermer

“…Situated at a shallow overburden of 3 m of water equivalent, the experimental site necessitates an advanced shielding strategy combining active vetoes and passive layers to reduce background rates to approximately <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>100</mn><mspace width="0.166667em"></mspace><mrow><mi>counts</mi><mo>/</mo><mo>(</mo><mi>kg</mi><mspace width="0.166667em"></mspace><mo>·</mo><mspace width="0.166667em"></mspace><mi>day</mi><mspace width="0.166667em"></mspace><mo>·</mo><mspace width="0.166667em"></mspace><mi>keV</mi><mo>)</mo></mrow></mrow></semantics></math></inline-formula>, as confirmed by full setup simulations. …”
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Mapping global distributions, environmental controls, and uncertainties of apparent topsoil and subsoil organic carbon turnover times by L. Zhang, L. Zhang, L. Yang, T. W. Crowther, C. M. Zohner, S. Doetterl, G. B. M. Heuvelink, G. B. M. Heuvelink, A. M. J.-C. Wadoux, A.-X. Zhu, Y. Pu, F. Shen, H. Ma, Y. Zou, C. Zhou, C. Zhou

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Attention-Enhanced Hybrid Automatic Modulation Classification for Advanced Wireless Communication Systems: A Deep Learning-Transformer Framework by Sam Ansari, Khawla A. Alnajjar, Sohaib Majzoub, Eqab Almajali, Anwar Jarndal, Talal Bonny, Abir Hussain, Soliman Mahmoud

“…To address these limitations, this paper presents a novel attention-enhanced hybrid AMC framework that synergistically integrates specialized convolutional layers for efficient temporal feature extraction with a compact transformer encoder for global sequence modeling. …”
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Evaluation of MODIS and VIIRS BRDF Parameter Differences and Their Impacts on the Derived Indices by Chenxia Wang, Ziti Jiao, Yaowei Feng, Jing Guo, Zhilong Li, Ge Gao, Zheyou Tan, Fangwen Yang, Sizhe Chen, Xin Dong

“…In addition, both MODIS and VIIRS have a large proportion of zero-valued pixels (volumetric and geometric-optical parameter layers), whereas the spatiotemporal distribution of zero-valued pixels in VIIRS is more widespread. …”
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A Radiogenomic Deep Ensemble Learning Model for Identifying Radionecrosis Following Brain Metastases (BM) Stereotactic Radiosurgery in Patients With Non-small Cell Lung Cancer BM by Jingtong Zhao, MS, Eugene Vaios, MD, MBA, Evan Calabrese, MD, PhD, Zhenyu Yang, PhD, Scott Robertson, PhD, John Ginn, PhD, Ke Lu, PhD, Fang-Fang Yin, PhD, Zachary Reitman, MD, PhD, John Kirkpatrick, MD, PhD, Scott Floyd, MD, PhD, Peter Fecci, MD, PhD, Chunhao Wang, PhD

“…The postfusion feature in each submodel yielded a logit result after traversing fully connected layers. The ensemble's final output was the synthesized result of these 2 submodels’ logits via logistic regression. …”
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Causes, consequences and implications of the 2023 landslide-induced Lake Rasac glacial lake outburst flood (GLOF), Cordillera Huayhuash, Peru by A. Emmer, O. Vilca, C. Salazar Checa, S. Li, S. Cook, S. Cook, E. Pummer, J. Hrebrina, W. Haeberli

“…In addition, we analyse climate trends over the past 8 decades and meteorological conditions in the days prior to the GLOF, revealing a statistically significant temperature increase trend over the past 8 decades, as well as an atmospheric temperature rise and positive thermal anomaly in different soil layers before the event. We argue that climate change effects (warming air and permafrost temperatures) served to hasten the failure. …”
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Security culture in contemporary understanding of security by Kekić Dalibor

“…The security culture is the integral part of the overall culture pattern. It is the primary need of individuals. …”
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Exploration of the Main Models and Optimization Paths for the Market-Oriented Operation of Urban Parks by Yanting LI, Qiaowan YANG

“…At the same time, the method of layered ownership confirmation can be achieved by superimposing underground space, multi-story properties, skywalks, etc. …”
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Load-bearing characteristics of clamped coal and ground inclined-borehole hydraulic fracturing method for rockburst control in steeply inclined coal seams by Bin YU, Yong LI, Mingxian PENG, Rui GAO, Wenlian YANG, Ming LI, Yang TAI, Ziyu SHANG, Jun DING, Weidong MIAO, Hongjie ZHAO

“…The induced “mining-fracturing” synergistic failure effect leads to the early breakage of critical burst-prone layers, eliminating large-span suspended roofs, shortening the duration of roof suspension, and reducing peak coal seam shear stress by 41.9%. …”
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