Integrating genome and transcriptome analysis to decipher balanced structural variants in unsolved cases of neurodevelopmental disorders by Simona Mellone, Alice Spano, Denise Vurchio, Giulia Borgonovi, Giulia Borgonovi, Alessandro Ugonotti, Giulia Paglino, Alba Bianco, Sara Ronzani, Maurizio Sciancalepore, Flavia Prodam, Flavia Prodam, Amanda Papa, Maurizio Viri, Umberto Dianzani, Umberto Dianzani, Mara Giordano, Mara Giordano

“…RNA sequencing (RNA-Seq), by enabling the detection of gene expression changes and fusion transcripts, provides complementary functional insights into the consequences of genomic alterations. This study integrated WGS and RNA-Seq to precisely characterize the breakpoints and assess the functional impact of de novo BCAs in two unsolved cases of Neurodevelopmental Disorders.Materials and methodsShort read WGS was used to identify the chromosomal breakpoints and gene disruptions caused by BCAs. …”
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Integrated transcriptomics and metabolomics analysis of flower petals color transition in different phenotype of Lonicera macranthoides by Jiayuan Zhu, Meiling Qu, Juan Zeng, Jiawei He, Jingyu Zhang, Simin Zhou, Qiaozhen Tong, Qiaozhen Tong, Qiaozhen Tong, Qiaozhen Tong, Xiangdan Liu, Xiangdan Liu, Xiangdan Liu, Xiangdan Liu, Xiangdan Liu, Ribao Zhou, Ribao Zhou, Ribao Zhou, Ribao Zhou, Ribao Zhou

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Effects of different irrigation methods on micro-environments and root distribution in winter wheat fields by Guo-hua LÜ, Ji-qing SONG, Wen-bo BAI, Yong-feng WU, Yuan LIU, Yao-hu KANG

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Characterization of Complete Chloroplast Genome Sequences of Three Tropical Liana <i>Dalbergia</i> Species and Comparative Analysis of Phylogenetic and Structure Variations in <i>D... by Jun Wang, Shaoying Zheng, Xianglai Sun, Lulu Wang, Xupo Ding

“…A total of 4533 simple sequence repeats (SSRs) were identified, providing valuable insights into cp genome evolution and facilitating future population genetics studies, particularly when combined with the high structural variation observed in the genus through whole-genome analysis methods. …”
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scCobra allows contrastive cell embedding learning with domain adaptation for single cell data integration and harmonization by Bowen Zhao, Kailu Song, Dong-Qing Wei, Yi Xiong, Jun Ding

“…Abstract The rapid advancement of single-cell technologies has created an urgent need for effective methods to integrate and harmonize single-cell data. …”
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Short-Term Power Load Prediction of VMD-LSTM Based on ISSA Optimization by Shuai Wu, Huafeng Cai

“…To address the challenges of fluctuating power loads and inaccurate predictions by conventional methods, this paper presents a novel hybrid framework combining Variational Mode Decomposition (VMD), Long Short-Term Memory (LSTM), and the Improved Sparrow Search Algorithm (ISSA). …”
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A Novel Optimized Hybrid VMD-PCA-XGBoost Model for Forecasting Precipitation: Exemplified by the Beijing-Tianjin-Hebei Study Region in China by Qiaoli Kong, Qian Li, Qi Bai, Xiaolong Mi, Joseph Awange, Shi Wang, Yi Yang, Guoli Bo

“…In this study, we propose a novel hybrid model, variational mode decomposition-principal component analysis-extreme gradient boosting (VMD-PCA-XGBoost), which integrates VMD for effective signal processing, PCA for dimensionality reduction, and XGBoost for enhancing predictive accuracy. …”
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Fault location scheme for multi-terminal DC transmission systems using time signal extraction and distance vector analysis by Jingfeng Mao, Yang Wu, Xiuyong Yu, Jiawen Qiu, Aihua Wu, Xinsong Zhang

“…This paper presents an advanced fault location scheme that integrates time signal extraction with distance vector analysis to address these challenges. …”
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Assessment of Transmission Reliability Margin: Existing Methods and Challenges and Future Prospects by Uchenna Emmanuel Edeh, Tek Tjing Lie, Md Apel Mahmud

“…The traditional deterministic TRM methods often fail to capture the stochastic nature of modern grids, leading to inaccurate estimations. …”
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Human Body Tracking Method Based on YOLOV5s Object Detection by Shaymaa Tarkan Abdullah, Bashar Talib AL-Nuaimi, Hazim Noman Abed

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Real-Time Monitoring Method and Circuit Based on Built-In Reliability Prediction by Wenke Ren, Yanning Chen, Xiaoming Li, Xinjie Zhou, Baichen Song, Tianci Chang

“…The failure of different chips under working conditions is influenced by various stress states such as different voltages, temperatures, stress durations, and stress variations. Therefore, the failure time has a great degree of dispersion, and similar chips may exhibit different failure mechanisms due to variations in their working environments. …”
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A Fast Analytical Method for Elastic–Plastic Analysis of Threaded Connections by Carlo Brutti, Corrado Groth, Marco Evangelos Biancolini

“…In addition, the comparison with results available in the literature further supports the reliability of the proposed method. Its robustness to variations in geometry, friction, and thread count positions it as a foundation for reduced-order models, ready for integration into complex finite element frameworks commonly used in structural health monitoring and digital twin technologies.…”
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An integrated framework for multi-commodity agricultural price forecasting and anomaly detection using attention-boosted models by Eko Sediyono, Kristoko Dwi Hartomo, Christian Arthur, Intiyas Utami, Ronny Prabowo, Raymond Chiong

“…To bridge the gap, this study proposes a deep learning framework that integrates Transformer models for price prediction and an attention-boosted LSTM Variational Autoencoder (VAE) for anomaly detection. …”
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QUADRATURE COMPONENTS FORMING METHOD FOR HOMODYNE ACOUSTO-OPTIC SPECTRUM ANALYZER by L. A. Aronov, V. N. Ushakov

“…The second method forms the necessary distributions sequentially in three accumulation cycles by means of variation of the initial phase of the reference signal. …”
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Dynamic evolution characteristics and influencing mechanisms of groundwater in the Zoige Plateau by Yong Liu, An-bang Huang, Hao Liu, Bo Peng, Xin Zhang, Qinqin HUANG

“…The most significant declines occurred in grassland zones, driven by wetland degradation and elevated evapotranspiration, while mountain regions showed slower losses (~0.1 cm/a) primarily supported by sustained snowmelt recharge. Through the integration of multi-source datasets, this study highlights the spatial heterogeneity and key drivers of groundwater variation, providing a robust framework for sustainable groundwater management under climatic and anthropogenic pressures in alpine wetland systems.…”
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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&#x0027;s potential and practicality for airborne remote sensing object detection.…”
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Use of integrated population models for assessing density-dependence and juvenile survival in Northern Bobwhites (Colinus virginianus) by William B. Lewis, Chloé R. Nater, Justin A. Rectenwald, D. Clay Sisson, James A. Martin

“…Our results show that integrated population models provide an attractive and flexible method for directly modeling all relevant density-dependent processes and for combining breeding and post-breeding data to estimate juvenile survival in the absence of direct data.…”
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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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A Model Based on Neural Network to Predict Surface Settlement During Subway Station Construction: A Case Study of the Dongba-Zhongjie Station in Beijing, China by Jiaqi Zhang, Hua Jiang, Jinsen Wang, Jili Feng

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Probabilistic Elastic-plastic Fracture Mechanics Analysis of Propagation of Cracks in Pipes under Internal Pressure by Belaïd Mechab, Medjahdi Malika, Mokadem Salem, Serier Boualem

“…This study presents a three dimensional finite element method analysis of semi-elliptical surface cracks in pipes under internal pressure load. …”
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