SSCD-YOLO: Semi-Supervised Cross-Domain YOLOv8 for Pedestrian Detection in Low-Light Conditions by Fangliang Cao, Kai Yan, Hongliang Chen, Zhen Wang, Yunliang Du, Zekang Zheng, Kefan Li, Baozhu Qi, Mingjia Wang

“…First, a CDF-CycleGAN cross-domain image fusion method is designed, which improves the input of CycleGAN using a diffusion model, integrates the self-attention mechanism into the residual network of the CycleGAN generator to design the SA-Block, replaces the linear layer in the CycleGAN discriminator with an autoencoder, and improves the training method of CycleGAN. …”
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MXenes in biosensing: Enhancing sensitivity and flexibility – A review of properties, applications, and future directions by Ali Mohammad Amani, Lobat Tayebi, Ehsan Vafa, Alireza Jahanbin, Milad Abbasi, Ahmad Vaez, Hesam Kamyab, Lalitha Gnanasekaran, Shreeshivadasan Chelliapan

“…MXenes are a novel type of nanostructured material that has received a lot of attention for their potential applications in bioanalysis owing to their unique features. …”
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Enhancing Electrochemical Performance of Si@CNT Anode by Integrating SrTiO₃ Material for High-Capacity Lithium-Ion Batteries by Nischal Oli, Diana C. Liza Castillo, Brad R. Weiner, Gerardo Morell, Ram S. Katiyar

“…Silicon (Si) has attracted worldwide attention for its ultrahigh theoretical storage capacity (4200 mA h g⁻¹), low mass density (2.33 g cm⁻³), low operating potential (0.4 V vs. …”
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Exciton funneling in 2D artificial potential landscapes decorated by reassembled micro-bubbles by Wenqi Qian, Haiyi Liu, Guangyi Tao, Fangxun Liu, Sihan Lin, Tengteng Gao, Xueying Wang, Qihong Hu, Dalin Zhang, Dong Xiang, Lie Lin, Pengfei Qi, Zheyu Fang, Weiwei Liu

“…Correlating micro PL mappings with strain maps calculated from AFM topography and strain modeling, demonstrates the efficient localized exciton emission and exciton funneling in spectral. …”
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A systematic review on machine learning-aided design of engineered biochar for soil and water contaminant removal by Yunpeng Ge, Kaiyang Ying, Guo Yu, Muhammad Ubaid Ali, Abubakr M. Idris, Abubakr M. Idris, Asfandyar Shahab, Habib Ullah, Habib Ullah

“…., cation exchange capacity, electrical conductivity), and functional group properties, and their optimization for various contaminants. With special attention on three mechanistic dimensions, this review offers the first thorough study of ML applications for designing biochars based on pilot and industrial-scale data: ML forecasts micropore-mesopore synergies controlling diffusion-limited adsorption of heavy metals (Pb²+, Cd²+); surface chemistry optimization - including oxygen functional group (-COOH, -OH); and electrochemical tuning - of redox-active sites for contaminant transformation. …”
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YOLOPoul: Performance evaluation of a novel YOLO object detectors benchmark for multi-class manure identification to warn about poultry digestive diseases by Wenxiang Qin, Xiao Yang, Yang Wang, Yongxiang Wei, Yan Zhou, Weichao Zheng

“…Image processing techniques have gained attention for detecting early signs of disease by analyzing abnormal poultry manure. …”
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Effects of CVOCs on Low-Temperature Adsorption of Elemental Mercury by Adsorbents by Qinyuan HONG, Xiangling CAI, Guanqun GAO, Haomiao XU, Zan QU, Naiqiang YAN

“…This poses severe threats to human and environmental health, attracting widespread global attention. Despite numerous studies, controlling mercury and CVOCs in industrial flue gas remains a significant research challenge. …”
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Fast and Robust Image Encryption Scheme Based on Quantum Logistic Map and Hyperchaotic System by Nehal Abd El-Salam Mohamed, Aliaa Youssif, Hala Abdel-Galil El-Sayed

“…Moreover, the encryption time of the proposed method is satisfactory, and the method can be efficiently used in practice for the secure transmission of image information.…”
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Machine Learning Enabled High‐Throughput Screening of 2D Ultrawide Bandgap Semiconductors for Flexible Resistive Materials by Chi Chen, Hao Wang, Houzhao Wan, Dan Sun

“…This work provides an efficient high‐throughput screening protocol to enrich the family of 2D UWBG semiconductors and is expected to foster their practical applications.…”
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Recent Advances in Preparation, Modification, and Application of Free-Standing and Flow-Through Anodic TiO₂ Nanotube Membranes by Ewelina Szaniawska-Białas, Anna Brudzisz, Amara Nasir, Ewa Wierzbicka

“…The well-organized TiO₂ nanotubes can be efficiently and cost-effectively produced through anodizing, while further utility of this material can be achieved by creating detached and flow-through membranes. …”
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Robustness Benchmark Evaluation and Optimization for Real-Time Vehicle Detection Under Multiple Adverse Conditions by Jianming Cai, Yifan Gao, Jinjun Tang

“…Based on these findings, we propose TDIRM, a traffic-degraded image restoration model based on stable diffusion, designed to efficiently restore degraded images in real traffic scenarios and thereby enhance the robustness of vehicle detection. …”
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In Situ Synthesis of CoMoO₄ Microsphere@rGO as a Matrix for High-Performance Li-S Batteries at Room and Low Temperatures by Ronggang Zhang, Haiji Xiong, Jia Liang, Jinwei Yan, Dingrong Deng, Yi Li, Qihui Wu

“…Lithium–sulfur batteries (Li-S batteries) have attracted wide attention due to their high theoretical energy density and the low cost of sulfur cathode material. …”
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