NAS-YOLOX: a SAR ship detection using neural architecture search and multi-scale attention by Hao Wang, Dezhi Han, Mingming Cui, Chongqing Chen

“…To address these limitations, this paper presents a novel SAR ship detection method, NAS-YOLOX, which leverages the efficient feature fusion of the neural architecture search feature pyramid network (NAS-FPN) and the effective feature extraction of the multi-scale attention mechanism. …”
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MixtureRS: A Mixture of Expert Network Based Remote Sensing Land Classification by Yimei Liu, Changyuan Wu, Minglei Guan, Jingzhe Wang

“…These results demonstrate that conditional, expert-guided fusion is a promising and efficient strategy for advancing multimodal remote sensing models.…”
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Lightweight construction safety behavior detection model based on improved YOLOv8 by Kan Huang, Mideth B. Abisado

“…YOLO (You Only Look Once) is an object detection algorithm that can achieve real-time and efficient object detection by dividing images into grids and predicting the bounding boxes and categories of objects in each grid. …”
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An Accurate Representation of Incoherent Layers Within One-Dimensional Thin-Film Multilayer Structures With Equivalent Propagation Matrices by J. Puhan, B. Lipovsek, A. Burmen, I. Fajfar

“…First, the exact calculation of the phase-shift additions efficiently replaces various phase-averaging approaches normally used to deal with incoherency. …”
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U-shape-based network for left ventricular segmentation in echocardiograms with contrastive pretraining by Zhengkun Qian, Tao Hu, Jianming Wang, Zizhong Yang

“…This paper introduces a novel left ventricle echocardiographic segmentation model that efficiently combines the SwiftFormer Encoder and U-Lite Decoder to reduce network parameter count and computational complexity. …”
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Optimization Path and Design of Intelligent Logistics Management System Based on ROS Robot by Ruijie Wu

“…In addition, compared with the traditional transportation method, the daily transportation weight of each robot is up to 310.1% and the monthly profit is up to 171%, which shows that the intelligent logistics management system designed in this paper is more efficient in logistics and transportation and can bring more profits.…”
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Characteristics of business models for innovation clusters in decarbonation projects by Matthias Haase, Emilia Motoasca

“…Roughly 97 % of the European Union (EU)’s building stock is not considered energy efficient, and 75 to 85 % of it will still be in use in 2050. …”
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Transforming UV‐Curable Emulsions for Arbitrary Patterning: A 2‐Layer Approach without Line‐and‐Space Constraints by Yoshimi Inaba, Yasunori Kurauchi, Takayuki Yanagisawa

“…Abstract The development of on‐demand patterning technology aims to replace traditional methods such as embossing, photoetching, and screen printing, offering an efficient process with low environmental impact and high industrial value. …”
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Investigating the Effect of Nonrigid Connectors on the Success of Tooth-and-Implant-Supported Fixed Partial Prostheses in Maxillary Anterior Region: A Finite Element Analysis (FEA) by Ramin Mosharraf, Paria Molaei, Amirhossein Fathi, Sabire Isler

“…Using an NRC on the tooth side is the most efficient method in reducing the applied stress to prosthesis, implant, tooth, and bone. …”
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Automatic Measurement Techniques for Compositional Properties of Fresh Concrete: Focus on Water/Cement Ratio and Air Content by Ojala Teemu, Punkki Jouni

“…Current testing methods for fresh concrete are time-consuming and operator-dependent and, thus, should be replaced with automatic testing methods. This study investigated automated measurement techniques for determining water/cement (w/c) ratio and air content in fresh concrete, addressing this need for more efficient and continuous quality control. …”
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Personalized cardiometabolic care powered by artificial intelligence by Mansur Shomali, Abhimanyu Kumbara, Janice MacLeod, Anand Iyer

“…We will also discuss principles that govern the responsible adoption of AI capabilities in healthcare to complement, not replace, the clinician.…”
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pET28g: A Golden Gate-compatible pET vector for protein expression in Escherichia coli, validated by production of functional human ACE2. by Inês M Luís, Mariana Parada, João B Vicente, Isabel A Abreu

“…It was derived from pET28a by replacing the traditional multiple cloning site with a Golden Gate cassette containing the lacZα reporter gene. …”
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Metal-wood crane beam calculation by A. K. Yusupov, H. M. Muselemov, T. O. Ustarhanov

“…The reinforcement elements are "discarded" and replaced with elasto-yielding supports to calculate a glue laminate beam reinforced with metal elements (or a metal-wood beam). …”
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A Multi-objective Transmission Expansion Planning Strategy: A Bilevel Programming Method by S. Zolfaghari-Moghaddam, T. Akbari

“…The LMP of buses are dual variables of the corresponding active power balance equation. Lower problem is replaced by its Karush-Kuhn-Tucker (KKT) conditions resulting in a one-level optimization problem which can be efficiently solved by commercial existing solvers. …”
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Review of Reservoir Damage Mechanisms Induced by Working Fluids and the Design Principles of Reservoir Protection Fluids: From Oil–Gas Reservoirs to Geothermal Reservoirs by Ou Jiang, Ling Cao, Wenxi Zhu, Xiuhua Zheng

“…This review aims to provide insights for geothermal reservoir protection working fluids, contributing to achieving an efficient development of geothermal resources.…”
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Dynamics of gabion weirs and its comparison to reinforced concrete weirs by Hazrat Amin, Mujahid Khan, Muhammad Ajmal

“…At the end it is concluded that concrete weir is more efficient in raising the water level and reducing seepage and are also durable but needs better arrangement to control scouring and sedimentation.…”
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Innovative Process for Strategic Metal Recovery from Electric Arc Furnace Slag by Alkaline Leaching by Nour-Eddine Menad, Alain Seron, Sara Bensamdi

“…In this work, we explore the development of a hydrometallurgical process aimed at efficiently extracting Cr and V from Electric Arc Furnace Slag (EAFS). …”
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Multi-Scenario Robust Distributed Permutation Flow Shop Scheduling Based on DDQN by Shilong Guo, Ming Chen

“…A deep neural network replaces the traditional Q-table for greedy selection among these four scheduling strategies, using each workshop’s completion time as a simplified state variable. …”
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LKDA-Net: Hierarchical transformer with large Kernel depthwise convolution attention for 3D medical image segmentation. by Ming Li, Jingang Ma, Jing Zhao

“…In this paper, we propose a lightweight three-dimensional convolutional network, LKDA-Net, for efficient and accurate three-dimensional volumetric segmentation. …”
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Evolution of CFD numerical methods and physical models towards a full discrete approach by Caltagirone, Jean-Paul

“…The Galilean frame of reference is replaced by a local frame of reference composed of an oriented segment where the acceleration of the material medium or of a particle is defined. …”
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