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Article
Multi-attention gated temporal graph convolution neural Network for traffic flow forecasting
Real-time and accurate traffic flow forecasting plays a crucial role in transportation systems and holds great significance for urban traffic planning, traffic management, traffic control, and more. The most d...
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Article
Effect of Cryorolling and Aging Treatment on Erichsen Formability of AA7075 Sheets at Room and Cryogenic Temperatures
To explore the effect of deformation temperature and subsequent heat treatment on the materials’ formability, AA7075 sheets were prepared by cryorolling (− 196°C) and room-temperature rolling, associated with ...
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Article
Multi-scale attention graph convolutional recurrent network for traffic forecasting
In the backdrop of an ever-expanding urban transportation road network, the dramatic changes in traffic flow make traffic flow forecasting become a challenge. Which encompass intricate spatial correlations and...
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Article
Open AccessA Multi-Scale Residual Graph Convolution Network with hierarchical attention for predicting traffic flow in urban mobility
Accurate prediction of traffic flow is essential for optimizing transportation resource allocation and enhancing urban mobility efficiency. However, traffic data generated daily are vast and complex, involving...
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Article
Precipitation Behavior, Recrystallization Behavior, and Mechanical Properties of Highly Alloyed Al-Zn-Mg-Cu Alloy with Respect to Zn/Mg Ratio
In this work, the precipitation behavior and recrystallization behavior of highly alloyed Al-Zn-Mg-Cu alloy with different Zn/Mg ratio were investigated using optical microscope, scanning electron microscope, ...
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Article
Optimization of dilute sulfuric acid pretreatment of kitchen garbage for increased lactic acid production
Based on previous studies on lactic acid (LA) production from food waste (FW, “cooked” waste from canteens and restaurants), the present study explored the feasibility of LA production from kitchen garbage (KG...
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Article
Decentralized Position/torque Control of Modular Robot Manipulators via Interaction Torque Estimation-based Human Motion Intention Identification
For the application background of physical human robot interaction (pHRI), a novel decentralized position/torque control scheme of modular robot manipulators (MRMs) is developed based on the human motion inten...
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Article
Spatiotemporal Characteristics of Rainfall over Different Terrain Features in the Middle Reaches of the Yangtze River Basin during the Warm Seasons of 2016–20
Based on hourly rain gauge data during May–September of 2016–20, we analyze the spatiotemporal distributions of total rainfall (TR) and short-duration heavy rainfall (SDHR; hourly rainfall ⩾ 20 mm) and their d...
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Article
Big five personality traits and spontaneous mental contrasting among Chinese students
This study explored the relationship between the Big Five personality traits (BFPTs) and the self-regulation strategy of spontaneous mental contrasting (S.MC) among Chinese university students. Study 1 employe...
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Article
A supervised contrastive learning-based model for image emotion classification
Images play a vital role in social media platforms, which can more vividly reflect people’s inner emotions and preferences, so visual sentiment analysis has become an important research topic. In this paper, w...
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Article
ContextMate: a context-aware smart agent for efficient data analysis
Pre-trained large language models (LLMs) have demonstrated extraordinary adaptability across varied tasks, notably in data analysis when supplemented with relevant contextual cues. However, supplying this cont...
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Article
A local global attention based spatiotemporal network for traffic flow forecasting
Accurate traffic forecasting is critical to improving the safety, stability, and efficiency of intelligent transportation systems. Although many spatiotemporal analysis methods have been proposed, accurate tra...
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Article
Curcumin suppresses the malignant phenotype of laryngeal squamous cell carcinoma through downregulating E2F1 to inhibit FLNA
Curcumin is a kind of polyphenol substance extracted from the rhizome of Curcuma longa. Because of its good biological activity and pharmacological effects, it has been used in anti-tumor research. The aim of thi...
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Article
Open AccessSynergistic induction of tertiary lymphoid structures by chemoimmunotherapy in bladder cancer
A substantial number of patients with bladder cancer fail to benefit from immune checkpoint inhibitors (ICIs). We aim to investigate whether the addition of other therapeutic modalities into immunotherapy may ...
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Article
Syntax-guided question generation using prompt learning
Question generation (QG) aims to generate natural questions from relevant input. Existing state-of-the-art QG approaches primarily leverage pre-trained language models (PLMs) to encode the deep semantics withi...
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Article
Degenerate perturbation theory to quantum search
We utilize degenerate perturbation theory to investigate continuous-time quantum search on second-order truncated simplex lattices. In this work, we show that the construction of the Hamiltonian must consider ...
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Article
Open AccessMultiscale analysis of fine slag from pulverized coal gasification in entrained-flow bed
Fine slag (FS) is an unavoidable by-product of coal gasification. FS, which is a simple heap of solid waste left in the open air, easily causes environmental pollution and has a low resource utilization rate, ...
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Article
Open AccessTumor-associated macrophages in colorectal cancer metastasis: molecular insights and translational perspectives
Metastasis is the leading cause of high mortality in colorectal cancer (CRC), which is not only driven by changes occurring within the tumor cells, but is also influenced by the dynamic interaction between can...
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Chapter and Conference Paper
Dynamic Modeling of Active Towing System and Simulation Verification of Position and Attitude Control
Compared with the passive towing system, which can realize the precise stability of the towed buoy track through the co-motion of the mother aircraft and the cable retraction, the active towing system with the...
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Chapter
A Reference Software Architecture for Managing, Processing and Serving Multi-field Scientific Data
Scientific data resources typically have the characteristics of rich data types, diverse fields, and close semantic links. Traditional e-scientific technologies cannot simultaneously support the fusion managem...
