Innovative Lightweight Detection for Airborne Remote Sensing: Integrating G-Shuffle and Dynamic Multiscale Pyramid Networks by Ruofei Liang, Yigang Cen, Linna Zhang, Fugui Zhang, Yansen Huang, Fei Gan

“…These results indicate superior performance across multiple metrics compared to existing state-of-the-art methods, proving the method's potential and practicality for airborne remote sensing object detection.…”
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Initial Study of Column-Integrated Aerosol Optical Properties over Birkat al Mouz, Sultanate of Oman by Baiju Dayanandan, Nirmal Krishna, Ajay Parottil, Vinoj Velu, Ahmed Al Harrasi, Binisia Sanatan, Pawan Gupta, Tom Eck, Alexander Smirnov, Humaid AlBadi

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Research progress on shale gas productivity evaluation: concepts, methods and future directions by ZHU Suyang, PENG Zhen, DI Yunting, PENG Xiaolong, LIU Dongchen, GUAN Wenjie

“…To identify the challenges of current shale gas productivity evaluation approaches and explore feasible solutions, this study analyzed the unique connotation of shale gas productivity and reviewed recent progress in three approaches: (1) Analytical solution methods of flow equations; (2) numerical simulation methods of flow equations; and (3) artificial intelligence (AI)-based methods. …”
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A unified model for metallic materials reliability data and its application in NIMS metallic materials database (Kinzoku) by Asahiko Matsuda, Masahiko Demura, Masayoshi Yamazaki, Takuya Kadohira, Toshihiro Ashino, Yoshiyuki Furuya, Kota Sawada, Nobutaka Nishikawa

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Enhanced Sliding Mode Control for Dual MPPT Systems Integrated with Three-Level T-Type PV Inverters by Farzaneh Bagheri, Jakson Bonaldo, Naki Guler, Marco Rivera, Patrick Wheeler, Rogerio Lima

“…Further performance enhancement is achieved by integrating a classical MPPT strategy to the control framework to make it feasible for a real-case grid integration. …”
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Unveiling Novel Protein Biomarkers for Psoriasis Through Integrated Analysis of Human Plasma Proteomics and Mendelian Randomization by Mao R, Zhang T, Yang Z, Li J

“…A protein scoring system was created using the Cox proportional hazards model, and cumulative risk curves were generated to analyze psoriasis incidence variations.Results: Our study pinpointed 62 proteins significantly linked to the risk of developing psoriasis. …”
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Wireless Authentication Method Based on Near-Field Feature Fusion Network by QIU Jiefan, ZHOU Kezhong, ZHU Dongfu, ZHANG Jinhong, CHI Kaikai

“…To address this issue, this paper proposes a novel WiFi-based authentication method tailored for narrow-space environments, which integrates gait dynamic features and LOS features for improved performance.MethodsA WiFi Feature Fusion Network (WFFN) was proposed to enhance identity recognition accuracy by fusing gait dynamic features with near-field LOS features. …”
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Overcoming Weak Grid Challenges: A Combined Approach to VSI Stability with Impedance Adjustment, Control Optimization, and Microgrid Integration by Harendra Pal Singh, Sourav Bose, Anurag K. Swami

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Integrative genomic analysis and diagnostic modeling of osteoporosis: unraveling the interplay of autophagy, osteogenesis, adipogenesis, and immune infiltration by Lin-Jing Han, Jian-Zong Zhu, Jian-Zong Zhu, Hong-Cai Liu, Xiao-Sheng Lin, Xiao-Sheng Lin, Shu-Zhong Yang

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An integrated assessment of particulate respirators used as personal protection from ambient air pollution in Bangkok, Thailand by Kennedy L McGuinness, Isabella R Hinks, Katherine E Westcott, Shabbir H Gheewala

“…The study assesses each respirator as it would be manufactured, distributed, used, and disposed of in Bangkok, Thailand. The integrated assessment results in twelve distinct consumer frameworks, reliant on variations of the three criteria, to provide guidance for policy makers and independent consumers in the selection of particulate respirators to optimally suit their needs. …”
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Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models by Chenling Xu, Romain Lopez, Edouard Mehlman, Jeffrey Regier, Michael I Jordan, Nir Yosef

“…In contrast to existing methods, scVI and scANVI integrate multiple datasets with a single generative model that can be directly used for downstream tasks, such as differential expression. …”
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Integrating microbial profiling and machine learning for inference of drowning sites: a forensic investigation in the Northwest River by Qin Su, Xiaofeng Zhang, Xiaohui Chen, Zhonghao Yu, Weibin Wu, Qingqing Xiang, Chengliang Yang, Jian Zhao, Ling Chen, Quyi Xu, Chao Liu

“…Traditional forensic methods often rely on physical evidence and circumstantial clues, but the emerging field of forensic microbiology offers a promising avenue for enhancing precision and reliability in site inference. …”
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Optimizing multi-objective hybrid energy systems with pumped hydro storage for enhanced stability and efficiency in renewable energy integration by Junxian Li, Jiaxin Yuan, Xuxin Yue

“…The multi-objective approach of optimization procedure performs Pareto solution sets that reflects trade-offs between remaining load variations and operational costs. Therefore, the PROMETHEE-GAIA Method with CRITIC weighting is used to identify the most desirable solutions. …”
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Integrating parental genomes to reduce reference bias and identify intramuscular fat genes in Qinchuan Black pigs by Guangquan Lv, Peiyu Yang, Ao Guo, Minghao Cao, Dong Li, Zhe Liu, Mingyu Wang, Jingchun Sun, Rongrong Ding, Taiyong Yu

“…We provided two high-quality parental genomes at the chromosomal level and constructed a parental genomic reference panel to detect SNPs (single nucleotide polymorphisms), INDELs (insertions and deletions), and SVs (structural variations). Compared with the single-reference method, the integrated parental genomic strategy identified 5.48% more SNPs and 67.84% more INDELs. …”
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Integrating Human Mobility Models with Epidemic Modeling: A Framework for Generating Synthetic Temporal Contact Networks by Diaoulé Diallo, Jurij Schoenfeld, René Schmieding, Sascha Korf, Martin J. Kühn, Tobias Hecking

“…Additionally, sub-graph analyses confirm that different venue types display distinct network characteristics consistent with their real-world contact patterns. Overall, this integrated framework provides a scalable and empirically grounded method for epidemic simulation, offering a powerful tool for generating and simulating contact networks.…”
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Advanced Defect Detection in Wrap Film Products: A Hybrid Approach with Convolutional Neural Networks and One-Class Support Vector Machines with Variational Autoencoder-Derived Cov... by Tatsuki Shimizu, Fusaomi Nagata, Maki K. Habib, Koki Arima, Akimasa Otsuka, Keigo Watanabe

“…Our research methodology achieved a 90% defect detection accuracy, establishing its practical significance compared with existing methods. We introduce a pioneering methodology centered on covariance vectors extracted from latent variables, a product of a Variational Autoencoder (VAE). …”
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Integrated Co-extraction Protocol for Transcriptomic and 1H NMR Metabolomic Analysis of Multi-species Biofilms by Anaïs Séguéla, Oriane Della-Negra, Roselyne Gautier, Jérôme Hamelin, Kim Milferstedt, Rémi Servien, Marie-Ange Teste, Cécile Canlet

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Integration of genomics, clinical characteristics and baseline biological profiles to predict the risk of liver injury induced by high-dose methotrexate by Chenquan Lin, Chenquan Lin, Chenquan Lin, Rui Ma, Rui Ma, Rui Ma, Xiao Zeng, Xiao Zeng, Xiao Zeng, Bikui Zhang, Bikui Zhang, Bikui Zhang, Ting Cao, Ting Cao, Ting Cao, Shimeng Jiao, Shimeng Jiao, Shimeng Jiao, Hui Chen, Hui Chen, Hui Chen, Yifang He, Yifang He, Yifang He, Mouze Liu, Mouze Liu, Mouze Liu, Hualin Cai, Hualin Cai, Hualin Cai

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An accessible method for implementing hierarchical models with spatio-temporal abundance data. by Beth E Ross, Mevin B Hooten, David N Koons

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Micro-Terrain Recognition Method of Transmission Lines Based on Improved UNet++ by Feng Yi, Chunchun Hu

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