3D CMZ. I. Central Molecular Zone Overview by Cara Battersby, Daniel L. Walker, Ashley Barnes, Adam Ginsburg, Dani Lipman, Danya Alboslani, H Perry Hatchfield, John Bally, Simon C. O. Glover, Jonathan D. Henshaw, Katharina Immer, Ralf S. Klessen, Steven N. Longmore, Elisabeth A. C. Mills, Sergio Molinari, Rowan Smith, Mattia C. Sormani, Robin G. Tress, Qizhou Zhang

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3D CMZ. II. Hierarchical Structure Analysis of the Central Molecular Zone by Cara Battersby, Daniel L. Walker, Ashley Barnes, Adam Ginsburg, Dani Lipman, Danya Alboslani, H Perry Hatchfield, John Bally, Simon C. O. Glover, Jonathan D. Henshaw, Katharina Immer, Ralf S. Klessen, Steven N. Longmore, Elisabeth A. C. Mills, Sergio Molinari, Rowan Smith, Mattia C. Sormani, Robin G. Tress, Qizhou Zhang

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3D CMZ. IV. Distinguishing Near versus Far Distances in the Galactic Center Using Spitzer and Herschel by Dani Lipman, Cara Battersby, Daniel L. Walker, Mattia C. Sormani, John Bally, Ashley Barnes, Adam Ginsburg, Simon C. O. Glover, Jonathan D. Henshaw, H Perry Hatchfield, Katharina Immer, Ralf S. Klessen, Steven N. Longmore, Elisabeth A. C. Mills, Rowan Smith, R. G. Tress, Danya Alboslani, Qizhou Zhang

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A data driven approach to urban area delineation using multi source geospatial data by Chenyu Fang, Lin Zhou, Xinyue Gu, Xing Liu, Martin Werner

“…Abstract This study introduces a data-driven, bottom-up approach to urban delineation, integrating feature engineering with the Density-Based Spatial Clustering of Applications with Noise (DBSCAN) algorithm, which represents a significant improvement in precision and methodology compared to traditional approaches that rely on simplistic OpenStreetMap (OSM) road node data aggregations. By employing a broad array of OSM categories and refining data selection through feature engineering, our research significantly enhances the precision and relevance of urban clustering. …”
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An adaptive spatiotemporal dynamic graph convolutional network for traffic prediction by Zhiguo Xiao, Qi Shen, Changgen Li, Dongni Li, Qian Liu

“…Abstract Traffic prediction, as a core technology of Intelligent Transportation Systems, plays a pivotal role in dynamic road network optimization and urban travel planning. …”
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Leader election of dynamic wireless intelligent control machine in sensor network distributed processing by Eko Sediyono, Ferry Wahyu Wibowo, Hindriyanto Dwi Purnomo

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Design, Modeling, and Optimization of a Nearly Constant Displacement Reducer with Completely Distributed Compliance by Yanchao Tong, Beibei Hou, Shuaishuai Lu, Pengbo Liu, Zhi Yang, Peng Yan

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Mobility attitudes and urban form: shaping public transport and shared mobility choices in Dubai and Lahore by Abdul Ghaffar Chaudhry, Houshmand Masoumi, Hans-Liudger Dienel, Atif Bilal Aslam, Muhammad Ahmad, Mariam Shahnaz

“…Key determinants vary by neighborhood type, including link-node ratio, intersection and road length density, and car and PT commute times. …”
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Pathologic complete response to pralsetinib in stage IV RET-positive non-small cell lung cancer: A case report by Xinxin Chen, Guoxin Wang, Jianfeng Zhang, Wei Bao, Jun Cai, Jing Guo, Tangfeng Lv, Mingxiang Ye

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Developing a Method to Evaluate Public Space Perception in River Valley Plain Villages of the Loess Gully Area Based on Villagers’ Perspectives by Qi Dong, Yuan Chen, Yifei Liu, Yingtao Qi, Barbara Galli, Yupeng Wang

“…Perception evaluations were conducted for two types of public spaces: nodes and lanes. The results indicate that “facility completeness”, “accessibility”, and “activity diversity” were the most significant factors affecting villagers’ perceptions of node spaces. …”
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3D CMZ. III. Constraining the 3D Structure of the Central Molecular Zone via Molecular Line Emission and Absorption by Daniel L. Walker, Cara Battersby, Dani Lipman, Mattia C. Sormani, Adam Ginsburg, Simon C. O. Glover, Jonathan D. Henshaw, Steven N. Longmore, Ralf S. Klessen, Katharina Immer, Danya Alboslani, John Bally, Ashley Barnes, H Perry Hatchfield, Elisabeth A. C. Mills, Rowan Smith, Robin G. Tress, Qizhou Zhang

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ACGRHA-Net: Accelerated multi-contrast MR imaging with adjacency complementary graph assisted residual hybrid attention network by Haotian Zhang, Qiaoyu Ma, Yiran Qiu, Zongying Lai

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Influencing Factors Identification and the Correlation Analysis of Business Environment in the Guangdong-Hong Kong-Macao Greater Bay by Yuli Yu, Haitao Yao, Wanhua Zhuang

“…The outline of the development plan issued by CPC Central Committee and the State Council for the Guangdong Hong Kong Macao Bay Area clearly pointed out that the Guangdong-Hong Kong-Macao Bay Area should be built into a vibrant world-class urban agglomeration, an international science and technology innovation center, an important support for the construction of the “the Belt and Road,” and a demonstration area for in-depth cooperation between the mainland and Hong Kong and Macao; and a high-quality life circle suitable for living, working, and traveling should be created to become a model of high-quality sustainable development. …”
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Location and Size Planning of Charging Parking Lots Based on EV Charging Demand Prediction and Fuzzy Bi-Objective Optimization by Qiong Bao, Minghao Gao, Jianming Chen, Xu Tan

“…Then, a user charging decision-making method based on fuzzy logic inference is proposed, which uses the fuzzy membership degree of influencing factors to calculate the charging probability of users at each road node. The travel and charging behavior of large-scale users are then simulated to predict the spatiotemporal distribution of charging demand. …”
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Mixed logit model and classification tree to investigate cyclists crash severity by Antonella Scarano, Maria Rella Riccardi, Filomena Mauriello, Carmelo D'Agostino, Alfonso Montella

“…Specifically, six interaction variables were identified from the CT terminal nodes with the highest probability of fatal crashes by tracing back their pathways to the root node. …”
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Role of Ferroptosis in Alveolar Epithelial Cells in Acute Respiratory Distress Syndrome by Sun B, Wang L, Zhang T

“…These mechanistic insights underscore ferroptosis as a tractable therapeutic node in ARDS pathobiology.Keywords: acute respiratory distress syndrome, ferroptosis, alveolar epithelial cells, oxidative stress, inflammation, immune cells, antioxidants…”
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Directed Fuzzy Edge Graphs Under q-ROF Environment: A Framework for Optimal Pathfinding by Nazia Nazir, Tanzeela Shaheen, Wajid Ali, Md Rafiul Hassan, Mohammad Mehedi Hassan

“…This structure captures the uncertainty in edge relationships while retaining deterministic node identities, making it ideal for applications in uncertain environments such as social networks, supply chains, healthcare systems, and recommendation systems. …”
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Regulatory TCRαβ+ Double Negative T Cells Suppress γδ T Cells and Alleviate ColitisSummary by Mingyang Li, Lehan Pan, Yuxi Zhang, Shiyang Huang, Yue Tian, Dan Tian, Dong Zhang

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CTV-MIND: A cortical thickness-volume integrated individualized morphological network model to explore disease progression in temporal lobe epilepsy by Xinyan Liu, Jiaqi Han, Xiating Zhang, Boxuan Wei, Lu Xu, Qilin Zhou, Yuping Wang, Yicong Lin, Jicong Zhang

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ST-AGRNN: A Spatio-Temporal Attention-Gated Recurrent Neural Network for Traffic State Forecasting by Jian Yang, Jinhong Li, Lu Wei, Lei Gao, Fuqi Mao

“…Firstly, in terms of spatial correlation, some models only consider the road network structure information, and ignore the relative location relationships between nodes. …”
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