DepthFormer: Depth‐Enhanced Transformer Network for Semantic Segmentation of the Martian Surface From Rover Images by Yuan Ma, Zhaojin Li, Bo Wu, Ran Duan

“…Abstract The Martian surface, with its diverse landforms that reflect the planet's evolution, has attracted increasing scientific interest. …”
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Urban flood mapping by fully mining and adaptive fusion of the polarimetric and spatial information of Sentinel-1 images by Qi Zhang, Xiangyun Hu

“…Considering the complexity of surface objects in urban scenes, the proposed approach first extracts and fuses multiple types of features, such as polarization, pseudo-color, and spatial features, from pre-flood and post-flood SAR images to enhance distinguishability of water bodies. …”
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The Tlaxcala basin paleosol sequence: a multiscale proxy of middle to late Quaternary environmental change in central Mexico by Sergey Sedov, Elizabeth Solleiro-Rebolledo, Birgit Terhorst, Jesús Solé, María de Lourdes Flores-Delgadillo, Gerd Werner, Thomas Poetsch

“…The Central Mexican Highlands still lack a consistent scenario of Quaternary environmental evolution, especially for the period before the last glacial/interglacial cycle. …”
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FS-STFNet: a few-shot adaptive spatiotemporal fusion network for short-term tropical cyclone intensity forecasting by Mengjiao Qin, Jingqi Wang, Yanshuo Wu, Yuhan Zhang, Wuxia Lin, Shoujuan Shu

“…Due to the high complexity and incomplete evolution mechanism, the accurate prediction of TC intensity remains a challenge. …”
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Bridging Information From Paleo‐Hydrological and Climate Model Ensembles to Assess Long Term Hydrological Drought Hazard by Rui Guo, Hung T. T. Nguyen, Stefano Galelli, Serena Ceola, Alberto Montanari

“…Abstract Characterizing the evolution of drought frequency and severity under anthropogenic global warming remains a key challenge because of the mismatch between the length of instrumental records and the long‐term variability of drought features. …”
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A Point-of-Care Diagnostic Method Using Desiccation Patterns of Blood Sessile Droplets by Hui He, Lujia Xuan, Yihe Lin, Min Zhang, Junjie Mou, Ruoyang Chen

“…Our real-time observations of the morphological evolution during desiccation reveal distinct differences in pattern development. …”
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PRINCIPLES OF STATE REGULATION FINANCIAL SERVICES MARKET OF UKRAINE by V. Shpachuk, T. Bezverkhniuk, V. Vyshnevska, I. Sencha, V. Zalizniuk

“…The article reveals the main features of the financial services market and its regulation by the state. …”
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Spatiotemporal Cooperative Effect Between the Time-asymmetric Ratio of Oscillating Trailing Edge Flap and Pivot Location on the Aerodynamics of a Pitching Airfoil by L. Zhu, R. Guo, Z. Lai, L. Qi, C. Yin

“…The time-asymmetric ratio (δ) of an oscillating trailing edge flap (TEF) significantly affects the aerodynamics of a pitching airfoil at low Reynolds numbers and its associated complex flow features. This study aims to investigate how variations in δ influence the lift and drag coefficients for fixed-pivot configurations. …”
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Individualized applications of electroconvulsive therapy in modern psychiatry – A case-based approach by Ana-Maria Cojocaru, Andrei-Gabriel Zanfir, Simona-Corina Trifu

“…This study investigates the therapeutic outcomes of severe psychiatric pathologies treated with varying ECT modalities, focusing on the evolution of symptomatology in relation to specific ECT parameters and patient-specific clinical features. …”
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Desert ants avoid ambush predator pits depending on position, visual landmarks and trapped nestmates by Adi Bar, Eden Raveh-Pal, Aziz Subach, Susanne Foitzik, Inon Scharf

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Comparing 545 Million Years of Sea-Level Change: New Insights from the TopoChronia QGIS Plugin by F. Franziskakis, C. Vérard, S. Castelltort, G. Giuliani

“…Palaeogeography is the study of the geography in the geological past, focusing on reconstructing the position of continents, oceans and mountain ranges over millions of years, helping scientists to understand past climates, the evolution of life and quantify sea-level variations. …”
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A Comprehensive Method for Anomaly Detection in Complex Dynamic IoT Systems by Andrii Liashenko, Larysa Globa

“…The method utilizes TGNN to extract robust node representations by capturing both local connectivity and temporal evolution, while an autoencoder is trained to reconstruct normal node behavior. …”
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Time Series Prediction of Aerodynamic Noise Based on Variational Mode Decomposition and Echo State Network by Zhoufanxing Lei, Haiyang Meng, Jing Yang, Bin Liang, Jianchun Cheng

“…VMD adaptively decomposes the noise signal into multiple modes through a constrained variational optimization framework, effectively separating distinct frequency-scale features between vortex shedding and turbulent fluctuations. …”
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Historian of science in the historiographic space of Caucasian studies by Petr A. Kuzminov, Angela A. Zhurtova, Inna S. Tahusheva, Natalia S. Lavrova

“…These responses assist us in recognizing certain trends in the evolution of historical science and Caucasian studies specifically.…”
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Analysis of the Coal and Gas Outburst Mechanism from the Perspective of Tectonic Movement by Qingyi Tu, Yuanping Cheng, Sheng Xue, Ting Ren, Xiang Cheng

“…When external dynamic factors are changed, tectonic coals are crucial to outburst control for its evolution of porous structure as well as the unique mechanical behaviors and gas flowing responses. …”
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Effect of the Number and Distribution of Circular Holes on the Damage and Fracture of Limestone Using PFC2D by Handong Liu, Shuai Liu, Haining Liu, Yunyou Fu, Minglei Kang, Zhe Bai, Jianglong Xu, Chao Zheng

“…In addition, it analyzes the effect of these factors on the mesomechanical features of each model, including the characteristic stress values (peak stress, crack initiation, and damage stress), crack evolution, stress, and displacement field. …”
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Virus-like particles: Innovative strategies for combatting emerging and re-emerging viral threats by Bugude Laxmi, Palempalli Uma Maheswari Devi, Thanjavur Naveen, Viswanath Buddolla

“…Virus-like particles (VLPs) are non-infectious nanostructures that closely mimic the architecture and surface features of native viruses while lacking genetic material. …”
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Protecting IOT Networks Through AI-Based Solutions and Fractional Tchebichef Moments by Islam S. Fathi, Hanin Ardah, Gaber Hassan, Mohammed Aly

“…The effectiveness of our proposed technique for detecting IoT threats was evaluated using the UNSW-NB15 and Bot-IoT datasets, featuring illustrative cases of common IoT attack scenarios, such as DDoS, identity spoofing, network reconnaissance, and unauthorized data access. …”
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MNEMOSINE: A Modular Framework to Monitor Interaction in Multimodal Interactive Spaces by Fabio Barros, Bernardo Marques, Antonio Teixeira, Samuel Silva

“…The evolution of human-machine interfaces has resulted in the proposal of increasingly complex multimodal solutions, encompassing a diverse set of input and output modalities, towards more natural and efficient interaction paradigms. …”
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Warty carcinoma of uterine cervix - review of the literature and case report by Octavian Gabriel Olaru, Catalina Monica Pena, Oana Denisa Balalau, Anca Daniela Stanescu

“…Warty carcinoma, relatively similar to condyloma acuminatum or verrucous carcinomas, has specific immune-histochemical features that differentiate it from other variants of squamous cell carcinoma. …”
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