Improved RT-DETR Network for High-Quality Defect Detection on Digital Printing Fabric by Zebin Su, Yunlong Shao, Pengfei Li, Xingyi Zhang, Huanhuan Zhang

“…Experimental results demonstrate that our model achieves state-of-the-art accuracy on the COCO metrics, with a detection accuracy of 0.588 on the AP index, compared to other advanced detection models. …”
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SDKU-Net: A Novel Architecture with Dynamic Kernels and Optimizer Switching for Enhanced Shadow Detection in Remote Sensing by Gilberto Alvarado-Robles, Isac Andres Espinosa-Vizcaino, Carlos Gustavo Manriquez-Padilla, Juan Jose Saucedo-Dorantes

“…Using the AISD dataset, the proposed method achieved state-of-the-art performance with an Intersection over Union (IoU) of 0.8552, an F1-Score of 0.9219, an Overall Accuracy (OA) of 96.50%, and a Balanced Error Rate (BER) of 5.08%. …”
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Utilizing coffee bean subgrade quality by designing product development using integrated kansei words and Fuzzy QFD by Irvansyah Tri Ummarta, Imam Santoso, Dodyk Pranowo, Annisa’u Choirun

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Compilation, Analysis and Application of a Comprehensive Bangla Corpus KUMono by Aysha Akther, Md. Shymon Islam, Hafsa Sultana, A. K. Z. Rasel Rahman, Sujana Saha, Kazi Masudul Alam, Rameswar Debnath

“…The quality of the corpus is also assessed by analyzing and comparing the inherent sparseness of the corpus with existing Bangla corpora, by analyzing the distribution of function words of the corpus and vocabulary growth rate. …”
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Widespread effusive volcanism on Mercury likely ended by about 3.5 Ga by Paul K. Byrne, Lillian R. Ostrach, Caleb I. Fassett, Clark R. Chapman, Brett W. Denevi, Alexander J. Evans, Christian Klimczak, Maria E. Banks, James W. Head, Sean C. Solomon

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Geminin-deficient neural stem cells exhibit normal cell division and normal neurogenesis. by Kathryn M Schultz, Ghazal Banisadr, Ruben O Lastra, Tammy McGuire, John A Kessler, Richard J Miller, Thomas J McGarry

“…Interestingly, we found no major defects in the development or function of the central nervous system. Neural-specific Gmnn(Δ/Δ) mice are viable and fertile and display no obvious neurological or neuroanatomical abnormalities. …”
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A Physics-Informed Neural Network Solution for Rheological Modeling of Cement Slurries by Huaixiao Yan, Jiannan Ding, Chengcheng Tao

“…In this study, a physics-informed neural network (PINN)-based framework is developed to solve the governing equations of steady-state cement slurry flow in a tilted channel. The slurry is modeled as a non-Newtonian fluid with viscosity dependent on both the shear rate and particle volume fraction. …”
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Stability Analysis of Retaining Wall in Backfilled Stope Based on Catastrophe Theory and Numerical Analysis by Chang Liu, Kui Zhao, Peng Zeng, Cong Gong, Liangfeng Xiong, Jinbo Xiong, Rongsen Pan

“…First, by extracting the unit failure rate of the retaining wall from the numerical simulation results and fitting it with the mining depth, the functional expression between them was established. …”
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RIS-Assisted CR-MEC Systems Using Deep Reinforcement Learning Approach by Pham Duy Thanh, Hoang Thi Huong Giang, Ic-Pyo Hong

“…To obtain higher stability, we subsequently propose a deep Q-learning scheme to derive a proper solution by maximizing the state-action value function. By taking the advantages of both policy-based and value-based methods, we further develop a deep actor-critic scheme, where an actor selects actions and a critic evaluates actions to acquire an optimal policy.…”
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A Failure Risk-Aware Multi-Hop Routing Protocol in LPWANs Using Deep Q-Network by Shaojun Tao, Hongying Tang, Jiang Wang, Baoqing Li

“…Simulation results demonstrate that FRDR outperforms existing protocols in terms of packet delivery rate and network lifetime while maintaining comparable transmission delay.…”
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Vascular and inflammatory high fat meal responses in young healthy men; a discriminative role of IL-8 observed in a randomized trial. by Diederik Esser, Els Oosterink, Jos op 't Roodt, Ronald M A Henry, Coen D A Stehouwer, Michael Müller, Lydia A Afman

“…This assumption is largely based on studies performed in older populations or in populations with a progressed disease state and an appropriate control meal is often lacking. …”
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Feasibility Study of Using Engineered Cementitious Composite and High-Strength Bars in Rigid Bridge Piers Based on Seismic Vulnerability Analysis by Jie Li, Yuanhong Hu, Dayu Yang, Tengda Feng, Yan Liang, Chenchen Tao

“…The main function of pier is to transmit the load from superstructure to foundation reliably. …”
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Modelling and optimization for cognitive radio networks with preemption backoff mechanism by Yuan Zhao, Zhiyu Xiang, Kang Chen, Zhisheng Ye, Qi Lu

“…For example, when m=1 and f=0.05, under the parameter settings given by the experiments, the proposed PBM can reduce SU packets’ outage rate and improve throughput by about 60% at most.…”
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Differentiated Energy Storage Planning Method of Provincial Power Grids Based on Multi-partition Time Series Production Simulation by Qian DAI, Jian ZHANG, Junling WU, Libo ZHANG, Xiaohui QIN, Yantao ZHANG, Yanqin NIU

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Is Seeing Believing? A Practitioner’s Perspective on High-Dimensional Statistical Inference in Cancer Genomics Studies by Kun Fan, Srijana Subedi, Gongshun Yang, Xi Lu, Jie Ren, Cen Wu

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Stepper Motor Position Control Using PD and MPC Algorithms Embedded in Programmable Logic Controller by Anshul Jaswal, Ma'moun Abu-Ayyad, Yash Lad, Anilchandra Attaluri

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Hippocampal vascular supply and its mediating role in systemic physiological influences on hippocampal volume by Tae Kim, Tae Kim, Javier Rasero, Anna L. Marsland, Mark R. Scudder, Tamer S. Ibrahim, Tamer S. Ibrahim, Peter J. Gianaros

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LncRNA targeted by coordinate zygotic genome activation during porcine embryonic development by Mengxin Liu, Enhong Li, Haiyuan Mu, Zimo Zhao, Xinze Chen, Jie Gao, Dengfeng Gao, Zhiyu Liu, Jianyong Han, Liang Zhong, Suying Cao

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Characteristics of left ventricular dysfunction in repaired tetralogy of Fallot: A multi-institutional deep learning analysis of regional strain and dyssynchrony by Brendan T. Crabb, Rahul S. Chandrupatla, Evan M. Masutani, Sophie Y. Wong, Sachin Govil, Silvia Montserrat, Susana Prat-González, Julián Vega-Adauy, Melany Atkins, Daniel Lorenzatti, Chiara Zocchi, Elena Panaioli, Nathalie Boddaert, Laith Alshawabkeh, Lewis Hahn, Sanjeet Hegde, Andrew D. McCulloch, Francesca Raimondi, Albert Hsiao

“…Methods: We retrospectively collected cine steady-state free precession (SSFP) MRI images from a multi-institutional cohort of 198 patients with rTOF and 21 healthy controls. …”
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Establishment of somatic embryogenesis regeneration system and transcriptome analysis of early somatic embryogenesis in litchi by Yaqi Qin, Bo Zhang, Shiqian Wang, Wuyan Guo, Zhike Zhang, Yonghua Qin, Jietang Zhao, Guibing Hu

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