Recent advances in structural health diagnosis: a machine learning perspective by Yuequan Bao, Huabin Sun, Yang Xu, Xiaoshu Guan, Qiuyue Pan, Dawei Liu

“…Abstract Structural health monitoring (SHM) is the most direct and advanced method for understanding the evolution laws of structures and ensuring structural safety. …”
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Predicting Erosion-Induced Water Inrush of Karst Collapse Pillars Using Inverse Velocity Theory by Banghua Yao, Zhongwei Chen, Jianping Wei, Tianhang Bai, Shumin Liu

“…Although the impact of Karst Collapse Pillars (KCPs) on water inrush has been widely recognized and studied, few have investigated the fluid-solid interaction, the particles migration inside KCPs, and the evolution feature of water inrush channels. Moreover, an effective approach to reliably predict the water inrush time has yet to be developed. …”
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A CNN-Based Downscaling Model for Macau Temperature Prediction Using ERA5 Reanalysis Data by Ningqing Pang, Hoiio Kong, Chanseng Wong, Zijun Li, Yu Du, Jeremy Cheuk-Hin Leung

“…Temperature is a core element of the regional climate system and plays a key role in energy exchange and weather evolution. The current reanalysis of temperature data faces difficulties in providing more accurate geographical temperature data due to insufficient spatial resolution (0.25° × 0.25°). …”
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Automatic cleaning in acoustic ejection mass spectrometry: Enhancing the system robustness for large-scale high-throughput analysis of complex samples by Heguang Ji, Xuejiao Yin, Wan Ee Ang, Abdullah Bin Rawshan, Susan Gay, Jing Ma, Chiu Cheong Aw, Chang Liu

“…The rapid evolution of high-throughput mass spectrometry (HT-MS) technologies has positioned MS as a pivotal analytical tool across diverse disciplines. …”
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Densely populated macrocyclic dicobalt sites in ladder polymers for low-overpotential oxygen reduction catalysis by Zhen Zhang, Zhenyu Xing, Xianglin Luo, Chong Cheng, Xikui Liu

“…In situ techniques and theoretical calculations reveal the dynamic evolution of Co2N4O2 active sites and reaction intermediates. …”
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Machine Learning-Driven Prediction of Wear Rate and Phase Formation in High Entropy Alloy Coatings for Enhanced Durability and Performance by S. Sivaraman, N. Radhika, Muhammad Abubaker Khan

“…However, accessing the wear behaviour and phase evolution of HEA coatings is complex and time-consuming due to their multiple element’s nature. …”
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Research on Natural Language Misleading Content Detection Method Based on Attention Mechanism by Boning Liu

“…The rapid evolution of digital communication and the corresponding surge in deceptive or misleading content have underscored the critical need for reliable and domain-adaptive detection technologies. …”
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River floating object detection with transformer model in real time by Chong Zhang, Jie Yue, Jianglong Fu, Shouluan Wu

“…This model incorporates the High-level Screening-feature Path Aggregation Network (HS-PAN), which refines feature fusion through a novel bottom-up fusion path, significantly enhancing its expressive power. …”
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Research on Visualization Methods for Marine Environmental Element Fields in Twin Spaces by Lianwei Li, Shiyu Wu, Cunjin Xue, Yingying Ma, Qunce Qin

“…Particularly in the context of “digital twin of the ocean” (DTO) construction and application, accurately reproducing the dynamic evolution of marine environmental elements remains a critical challenge. …”
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Spatiotemporal Characteristics and Decoupling Effects of Urban Construction Land Expansion in Plateau Basins by Yi Zeng, Tashi Lobsang, Xingyun Luo, Zhengxin Zhang, Hengyi Yang, Xiaoqing Zhao

“…The expansion of construction land is a key feature of urbanization. Understanding its spatiotemporal evolution in Yunnan’s plateau basins is crucial for minimizing resource waste and promoting coordinated regional development. …”
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The policy of the Soviet state and the Renovationist schism in Kuban, region (1922–1923) by Nikita Kiyashko

“…A characteristic feature of the development of the renovationist movement in the region was its support by the overwhelming majority of the clergy of the diocese. …”
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Bacteriophages of Lactic Acid Bacteria by Vera I. Ganina, Natalia G. Mashentseva, Inna I. Ionova

“…The article describes the change in the biodiversity and evolution of bacteriophages depending on their lytic action and virulence. …”
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Integrated Technologies for Smart Building Energy Systems Refurbishment: A Case Study in Italy by Lorenzo Villani, Martina Casciola, Davide Astiaso Garcia

“…Future improvements include integrating a temporal evolution model, refining feature selection using advanced optimization techniques, and expanding validation across multiple case studies. …”
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Generalized uncertainty principle mimicking dynamical dark energy: Matter perturbations and gravitational wave data analysis by G.G. Luciano, Y. Sekhmani

“…The Generalized Uncertainty Principle (GUP) stands out as a nearly ubiquitous feature in quantum gravity modeling, predicting the emergence of a minimum length at the Planck scale. …”
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Novel Federated Graph Contrastive Learning for IoMT Security: Protecting Data Poisoning and Inference Attacks by Amarudin Daulay, Kalamullah Ramli, Ruki Harwahyu, Taufik Hidayat, Bernardi Pranggono

“…Malware evolution presents growing security threats for resource-constrained Internet of Medical Things (IoMT) devices. …”
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Characteristics of Changes in Residential Building Layouts in Public Rental Housing Complexes in New Towns of Korea by Hyojeong Kim, Byungdeok Roh

“…This study provides insights into the evolution of public housing planning and offers guidance for sustainable and high-quality urban housing development.…”
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Building Resilience through Territorial Planning: Water Management Infrastructure and Settlement Design in the Coastal Wetlands of Northern Apulia (<i>Salpia vetus-Salapia</i>) fro... by Roberto Goffredo, Darian Marie Totten

“…Our recent paleoenvironmental research has reconstructed the evolution of the southern half of this lagoon since the Neolithic period. …”
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Ultraviolet Variability in Solar-type Members of the M67 Open Cluster by Carl Melis, Ekamjot Kaire

“…We utilize archival Galaxy Evolution Explorer (GALEX) data, which feature several imaging observation epochs spanning 5 yr. …”
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Unravelling the potential of prussian blue analogues in oxygen electrocatalysis: A perspective on surface reconstruction by Priya Jain, Pravin Popinand Ingole

“…Prussian blue analogues (PBAs) hold promises as catalysts for electrochemical energy conversion, especially in the oxygen reduction reaction (ORR) and the oxygen evolution reaction (OER). Their high surface area and porosity combined with a tunable electronic structure featuring abundant metallic centers, make them attractive alternatives to traditional noble metal-based catalysts. …”
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Algorithmic Shadow Spectroscopy by Hans Hon Sang Chan, Richard Meister, Matthew L. Goh, Bálint Koczor

“…We present shadow spectroscopy as a simulator-agnostic quantum algorithm for estimating energy gaps using very few circuit repetitions (shots) and no extra resources (ancilla qubits) beyond performing time evolution and measurements. The approach builds on the fundamental feature that every observable property of a quantum system must evolve according to the same harmonic components: we can reveal them by postprocessing classical shadows of time-evolved quantum states to extract a large number of time-periodic signals N_{o}∝10^{8}, whose frequencies correspond to Hamiltonian energy differences with precision limited as ϵ∝1/T for simulation time T. …”
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