Comparative omics directed gene discovery and rewiring for normal temperature-adaptive red pigment synthesis by polar psychrotrophic fungus Geomyces sp. WNF-15A by Haoyu Long, Jiawei Zhou, Yanna Ren, Jian Lu, Nengfei Wang, Haifeng Liu, Xiangshan Zhou, Menghao Cai

“…It also provides references for exploitation and utilization of psychrotrophic fungal resources.…”
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A Deformation-Based Peridynamic Model: Theory and Application by Bipin Adhikari, Diyuan Li, Zhenyu Han

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Struggling with capital: Recovery after severe traumatic brain injury among working‐age individuals in Denmark by Anette L. Hindhede

“…Abstract Objective This study uses capital theory to investigate survivors' investments in their bodies and the resources they accumulate during their rehabilitation trajectory, and how these factors impact their perception of recovery from their impairments. …”
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Power Allocation Technology of Long Time Multi-Star Hopping Beam for LEO Satellite by Ziyi LIU, Xiaoning ZHANG, Zesong FEI

“…LEO satellites have superior development prospects due to their low cost, low latency and small path loss, and are widely used in IoT, B5G and other fields.For the LEO satellite and its coverage area will be in a moving state, a convex optimization-based long-time multi-star beam hopping power allocation algorithm was proposed to maximize the system capacity.Focused on the multi-star hopping beam scenario over a period of time, a system model was developed based on the long-time co-orbital multi-star hopping beam scenario and the long-time heterodyne multi-star hopping beam scenario respectively.The resource allocation algorithm was designed for the two long-time multi-star hopping beams with the weighted objective function as the optimization objective, considered the influence factors of inter-star interference, load balancing and inter-star resource allocation priority, a long-time skipping beam resource allocation algorithm based on convex optimization was proposed.The simulation results showed that the proposed scheme could improve the resource utilization of the system compared with the conventional schemes.…”
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Pose measurement method for coal mine drilling robot based on deep learning by Jiangnan LUO, Jianping LI, Hongxiang JIANG, Deyi ZHANG

“…Next, a generative adversarial network was integrated into the PointNet++ to capture more complex and detailed point cloud features. A focal loss function was employed to enhance the model's focus on the drill head and gripper, and Bayesian parameter optimization was used for hyperparameter tuning. …”
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Acoustic Features for Identifying Suicide Risk in Crisis Hotline Callers: Machine Learning Approach by Zhengyuan Su, Huadong Jiang, Ying Yang, Xiangqing Hou, Yanli Su, Li Yang

“…Basic acoustic features (eg, Mel Frequency Cepstral Coefficients, formant frequencies, jitter, shimmer) and high-level statistical function (HSF) features (using OpenSMILE [Open-Source Speech and Music Interpretation by Large-Space Extraction] with the ComParE 2016 configuration) were extracted. …”
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Enhancing corrosion resistance of Al alloy sheets with potential gradient by arc-sprayed Zn coatings by Zhipeng Yuan, Yuanlong Jiang, Yifan Lu, Keyuan Zhang, Huanjian Xie, Zenglei Ni, Liang Huang, Jia Liu, Xingxing Wang, Jin Peng, Zicheng Ling, Jianjun Shi, Peng He

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Heterogeneous III-V/Si micro-ring laser array with multi-state non-volatile memory for ternary content-addressable memories by Stanley Cheung, Yanir London, Yuan Yuan, Bassem Tossoun, Yiwei Peng, Yingtao Hu, Thomas Van Vaerenbergh, Di Liang, Chong Zhang, Geza Kurczveil, Raymond G. Beausoleil

“…These non-volatile lasers are used to demonstrate optical ternary content-addressable memories (O-TCAM) which can find utility in fast memory search and in-memory computing functions necessary for various machine learning algorithms. …”
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Design and Fabrication of Cylindrical Fiber Backplanes with 2T1C Pixel Circuits for Truly Wearable Woven Displays by Jiseong Lee, Soyoon Park, Seong Uk Kong, Jiwoo Park, Daehyun Kim, Kyung Cheol Choi

“…This design demonstrates exceptional potential for high‐density integration, advanced functionality, and scalability in next‐generation electronic systems. …”
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THE MACRO-REGION OF SOUTHERN ITALY: INTELLECTUAL SUGGESTION OR FEASIBLE WAY? by Claudio Novembre

“…Hence the need to re-open a discussion to try to give a unitary dimension to the issue of the South, because the largest and most populous region in the Euro Area which still presents situations of serious under-utilization of local resources, needs strategic planning of vast dimensions given that, beyond the local differences, the problems remain unitary.…”
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Research on Interval Probability Prediction and Optimization of Vegetation Productivity in Hetao Irrigation District Based on Improved TCLA Model by Jie Ren, Delong Tian, Hexiang Zheng, Guoshuai Wang, Zekun Li

“…This model employs TTHHO to effectively navigate the search space and adaptively optimize network node positions, integrates CNN-LSSVM for feature extraction and regression analysis, and incorporates ABKDE for probability density function estimation and outlier detection, resulting in accurate interval probability prediction and enhanced model resilience to interference. …”
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Honeybee colony soundscapes: Decoding distance-based cues and environmental stressors by Nayan Di, Chunjing Zhu, Zongwen Hu, Muhammad Zahid Sharif, Baizhong Yu, Fanglin Liu

“…Using OpenL3 embeddings and machine learning models, the study achieved accurate classification of food source distances based on acoustic features, with the K-Nearest Neighbors (KNN) model demonstrating superior performance. …”
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Effects and formula optimization of Rosa roxbunghii pomace substrate on the yield and volatile flavor compounds of Lentinulaedodes by Tingfei Deng, Tingfei Deng, Liangqun Li, Liangqun Li, Chunyan Li, Chunyan Li, Yanfang Yan, Yanfang Yan, Anqin Gao, Xiaolan Liu, Xiaolan Liu, Xiong Pan, Xiong Pan, Ming Gao, Ming Gao, Lijuan Ge, Lijuan Ge, Mei Peng, Mei Peng, Zhongsheng Luo, Zhongsheng Luo, Yan Tian, Juan Yang, Juan Yang, Xiaosheng Yang, Xiaosheng Yang

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Lanthanide single-atom catalysts for efficient CO2-to-CO electroreduction by Qiyou Wang, Tao Luo, Xueying Cao, Yujie Gong, Yuxiang Liu, Yusen Xiao, Hongmei Li, Franz Gröbmeyer, Ying-Rui Lu, Ting-Shan Chan, Chao Ma, Kang Liu, Junwei Fu, Shiguo Zhang, Changxu Liu, Zhang Lin, Liyuan Chai, Emiliano Cortes, Min Liu

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Impacts and implications of agronomic efficiency on rice and maize productivity among small-scale farmers in Chiang Mai, Thailand by Qinbin Yu, Thi Phuoc Lai Nguyen, Rajendra P. Shrestha, Vilas Nitivattananon

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Behavioral measure of the light‐adapted visual sensitivity of white‐tailed deer by Bradley S. Cohen, David A. Osborn, George R. Gallagher, Robert J. Warren, Karl V. Miller

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Multipurpose uses of rapeseed (Brassica napus L.) crop (food, feed, industrial, medicinal, and environmental conservation uses) and improvement strategies in China by Ibrahim A.A. Mohamed, Nesma Shalby, Ali Mahmoud El-Badri, Eman F.A. Awad-Allah, Maria Batool, Muhammad Hamzah Saleem, Zongkai Wang, Jing Wen, Xianhong Ge, Zhenghua Xu, Jing Wang, Jie Kuai, Bo Wang, Guangsheng Zhou, Tingdong Fu

“…This review explores the multifunctional utilization and industrial significance of rapeseed, along with its environmental applications, to provide insights into future improvements. …”
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General Formulas and Program Design for Manifold Method Based on Independent Covers Ⅰ:General Formulas by SU Hai-dong

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ESTIMATING THE DEMAND FOR RAILWAY FREIGHT TRANSPORTATION: A CASE STUDY IN KAZAKHSTAN by Madiyar SULTANBEK, Nazdana ADILOVA, Aleksander SŁADKOWSKI, Arnur KARIBAYEV

“…In the context of transportation services, accurate demand forecasting is essential for successful operational planning and management of functional areas such as transportation operations, marketing, and finance. …”
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Descriptive – Analytical Investigation of the Phenomenon of the Psyche from the View of Origin, Roots and Essence (Before and After the Renaissance of Neuroscience) by Mir Mahmoud Seyyedvalilou, Marziye Alivandi Vafa, Seyed Mahmoud Tabatabaei

“…Methods: The research methodology utilized Grounded Theory for fundamental concept formation and content analysis. …”
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