Yan Song
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View article: Automatic modeling of high genus geological bodies using improved EdgeConnect and deep plug and play super resolution GAN
Automatic modeling of high genus geological bodies using improved EdgeConnect and deep plug and play super resolution GAN Open
Rapidly and accurately constructing high genus geological models with serious intrusion and erosion can effectively help analyse engineering geological conditions. Modelling high genus geological bodies using a stratigraphic interface is c…
View article: Beyond Randomness: Understand the Order of the Noise in Diffusion
Beyond Randomness: Understand the Order of the Noise in Diffusion Open
In text-driven content generation (T2C) diffusion model, semantic of generated content is mostly attributed to the process of text embedding and attention mechanism interaction. The initial noise of the generation process is typically char…
View article: A novel analytical method and applications of tensile failure in roadways surrounding rock based on a stress deviator
A novel analytical method and applications of tensile failure in roadways surrounding rock based on a stress deviator Open
This study investigates the widespread failure of surrounding rock caused by tensile and shear stresses in large-section mining roadways excavated within soft rock formations: a phenomenon that often leads to overall roadway instability. T…
View article: Class-Discrepancy Dynamic Weighting for Cross-Domain Few-Shot Hyperspectral Image Classification
Class-Discrepancy Dynamic Weighting for Cross-Domain Few-Shot Hyperspectral Image Classification Open
In recent years, cross-domain few-shot learning (CDFSL) has demonstrated remarkable performance in hyperspectral image classification (HSIC), partially alleviating the distribution shift problem. However, most domain adaptation methods rel…
View article: Robust scale fusion and edge-aware feature attention network for remote sensing UAV road detection under harsh weather
Robust scale fusion and edge-aware feature attention network for remote sensing UAV road detection under harsh weather Open
Accurate road detection from UAV imagery under adverse weather remains a significant challenge due to reduced visibility, motion blur, and environmental interference. To address these issues, we propose RSFC-EAFANet, a robust detection fra…
View article: Economic Evaluation of Proactive PTSI Mitigation Programs for Public Safety Personnel and Frontline Healthcare Professionals: A Systematic Review and Meta-Analysis
Economic Evaluation of Proactive PTSI Mitigation Programs for Public Safety Personnel and Frontline Healthcare Professionals: A Systematic Review and Meta-Analysis Open
Public safety personnel and frontline healthcare professionals are at increased risk of exposure to potentially psychologically traumatic events (PPTEs) and developing post-traumatic stress injuries (PTSIs, e.g., depression, anxiety) by th…
View article: Correction: Orthographic‑phonological mapping impairments in Chinese children with developmental dyslexia: insights from an ERP investigation
Correction: Orthographic‑phonological mapping impairments in Chinese children with developmental dyslexia: insights from an ERP investigation Open
View article: Biomechanical insights into the regulatory effect of light on residents’ emotions and physiological rhythms in human living environment
Biomechanical insights into the regulatory effect of light on residents’ emotions and physiological rhythms in human living environment Open
In the field of modern biomedical science, biomechanics focuses on the mechanical properties and interactions of molecules, cells, tissues, and organs, which is crucial for a deeper understanding of how the human body perceives and adapts …
View article: High-Temperature Tensile Properties and Serrated Flow Behavior of FeCrAl Alloy for Accident-Tolerant Fuel Cladding
High-Temperature Tensile Properties and Serrated Flow Behavior of FeCrAl Alloy for Accident-Tolerant Fuel Cladding Open
The development of FeCrAl alloys has commenced for use as nuclear fuel cladding material, intended to serve as an enhanced accident-tolerant alternative to Zr-based alloys. In this study, the Fe-13Cr-4Al alloy, specifically designed for ad…
View article: Subgraph-Oriented Testing for Deep Learning Libraries
Subgraph-Oriented Testing for Deep Learning Libraries Open
Deep Learning (DL) libraries, such as PyTorch, are widely used for building and deploying DL models on various hardware platforms. Meanwhile, they are found to contain bugs that lead to incorrect calculation results and cause issues like n…
View article: A Research on Recommendation Method of Kill Chain Based on Graph Theory Algorithm
A Research on Recommendation Method of Kill Chain Based on Graph Theory Algorithm Open
The present study introduces an optimization method based on graph theory to address the kill chain recommendation problem in rapidly changing modern battlefield environments. This method transforms the kill chain selection problem into a …
View article: Machine Learning-Based Lane-Changing Behavior Recognition and Information Credibility Discrimination
Machine Learning-Based Lane-Changing Behavior Recognition and Information Credibility Discrimination Open
Intelligent Vehicle–Infrastructure Collaboration Systems (i-VICS) put forward higher requirements for the real-time security of dynamic traffic information interaction. It is difficult to ensure the safety of dynamic traffic information in…
View article: A Remote Sensing Monitoring Approach for Mangroves Incorporating Edge Information
A Remote Sensing Monitoring Approach for Mangroves Incorporating Edge Information Open
View article: Machine Learning-Based Framework for Predicting Creep Rupture Life of Modified 9Cr-1Mo Steel
Machine Learning-Based Framework for Predicting Creep Rupture Life of Modified 9Cr-1Mo Steel Open
Efficient and accurate predictions of creep rupture life are essential for ensuring the integrity of high-temperature components. In this work, a machine learning-based framework is developed for the quick screening of crucial features and…
View article: Characterization of Fatigue Crack Growth Based on Acoustic Emission Multi-Parameter Analysis
Characterization of Fatigue Crack Growth Based on Acoustic Emission Multi-Parameter Analysis Open
In engineering structures that are subject to cyclic loading, monitoring and assessing fatigue crack growth (FCG) plays a crucial role in ensuring reliability. In this study, the acoustic emission (AE) technique was used to monitor the FCG…
View article: Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation Open
Temporal action segmentation in videos has drawn much attention recently.\nTimestamp supervision is a cost-effective way for this task. To obtain more\ninformation to optimize the model, the existing method generated pseudo\nframe-wise lab…
View article: Creep rupture behavior of 2.25Cr1Mo0.25V steel and weld for hydrogenation reactors under different stress levels
Creep rupture behavior of 2.25Cr1Mo0.25V steel and weld for hydrogenation reactors under different stress levels Open
In the present research work, the 2.25Cr1Mo0.25V steel plates with a thickness of 112 mm were welded using the multi-pass submerged automatic arc welding process. The creep specimens were prepared from the base metal (BM) and weld metal (W…
View article: High-Temperature Tensile and Creep Behavior in a CrMoV Steel and Weld Metal
High-Temperature Tensile and Creep Behavior in a CrMoV Steel and Weld Metal Open
The 2.25Cr1Mo0.25V steel is a vanadium-modified 2.25Cr1Mo steel and is being widely used in the manufacture of heavy-wall hydrogenation reactors in petrochemical plants. However, the harsh service environment requires a thorough understand…
View article: Swin–UNet++: A Nested Swin Transformer Architecture for Location Identification and Morphology Segmentation of Dimples on 2.25Cr1Mo0.25V Fractured Surface
Swin–UNet++: A Nested Swin Transformer Architecture for Location Identification and Morphology Segmentation of Dimples on 2.25Cr1Mo0.25V Fractured Surface Open
The precise identification of micro-features on 2.25Cr1Mo0.25V steel is of great significance for understanding the mechanism of hydrogen embrittlement (HE) and evaluating the alloy’s properties of HE resistance. Presently, the convolution…
View article: Experimental Investigation of Fatigue Crack Growth Behavior of the 2.25Cr1Mo0.25V Steel Welded Joint Used in Hydrogenation Reactors
Experimental Investigation of Fatigue Crack Growth Behavior of the 2.25Cr1Mo0.25V Steel Welded Joint Used in Hydrogenation Reactors Open
In this work, the fatigue crack growth (FCG) behavior and fatigue damage mechanism of the 2.25Cr1Mo0.25V steel welded joint used in hydrogenation reactors were investigated. The multi-pass welding was carried out to manufacture the welded …
View article: Towards Integration of Domain Knowledge‐Guided Feature Engineering and Deep Feature Learning in Surface Electromyography‐Based Hand Movement Recognition
Towards Integration of Domain Knowledge‐Guided Feature Engineering and Deep Feature Learning in Surface Electromyography‐Based Hand Movement Recognition Open
As a machine‐learning‐driven decision‐making problem, the surface electromyography (sEMG)‐based hand movement recognition is one of the key issues in robust control of noninvasive neural interfaces such as myoelectric prosthesis and rehabi…
View article: Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms
Breast Microcalcification Diagnosis Using Deep Convolutional Neural Network from Digital Mammograms Open
Mammography is successfully used as an effective screening tool for cancer diagnosis. A calcification cluster on mammography is a primary sign of cancer. Early researches have proved the diagnostic value of the calcification, yet their per…
View article: Differences in Counting Skills Between Chinese and German Children Are Accompanied by Differences in Processing of Approximate Numerical Magnitude Information
Differences in Counting Skills Between Chinese and German Children Are Accompanied by Differences in Processing of Approximate Numerical Magnitude Information Open
Human beings are supposed to possess an approximate number system (ANS) dedicated to extracting and representing approximate numerical magnitude information as well as an object tracking system (OTS) for the rapid and accurate enumeration …
View article: A Stacked Autoencoder-Based miRNA Regulatory Module Detection Framework
A Stacked Autoencoder-Based miRNA Regulatory Module Detection Framework Open
MicroRNA regulatory module (MRM) plays an important role in the study of microRNA synergism. To detect MRMs, researchers have developed a number of related methods in the preceding decades. However, some existing methods are stochastic or …
View article: Investigation of the Influence of Pre-Charged Hydrogen on Fracture Toughness of As-Received 2.25Cr1Mo0.25V Steel and Weld
Investigation of the Influence of Pre-Charged Hydrogen on Fracture Toughness of As-Received 2.25Cr1Mo0.25V Steel and Weld Open
Fracture failure caused by hydrogen embrittlement (HE) is a major concern for the system reliability and safety of hydrogen storage vessels, which are generally made of 2.25Cr1Mo0.25V steel. Thus, study of the influence of pre-charged hydr…
View article: Effect of Cementite on the Hydrogen Diffusion/Trap Characteristics of 2.25Cr-1Mo-0.25V Steel with and without Annealing
Effect of Cementite on the Hydrogen Diffusion/Trap Characteristics of 2.25Cr-1Mo-0.25V Steel with and without Annealing Open
Hydrogen embrittlement (HE) is a critical issue that affects the reliability of hydrogenation reactors. The hydrogen diffusivity/trap characteristics of 2.25Cr-1Mo-0.25V steel are important parameters mainly used to study the HE mechanism …
View article: Experimental Investigation of the Effect of Hydrogen on Fracture Toughness of 2.25Cr-1Mo-0.25V Steel and Welds after Annealing
Experimental Investigation of the Effect of Hydrogen on Fracture Toughness of 2.25Cr-1Mo-0.25V Steel and Welds after Annealing Open
Hydrogen embrittlement (HE) is a critical issue that hinders the reliability of hydrogenation reactors. Hence, it is of great significance to investigate the effect of hydrogen on fracture toughness of 2.25Cr-1Mo-0.25V steel and weld. In t…
View article: Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition
Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition Open
Recently, Long Short-Term Memory (LSTM) has become a popular choice to model individual dynamics for single-person action recognition due to its ability of modeling the temporal information in various ranges of dynamic contexts. However, e…
View article: Differences in arithmetic performance between Chinese and German adults are accompanied by differences in processing of non-symbolic numerical magnitude
Differences in arithmetic performance between Chinese and German adults are accompanied by differences in processing of non-symbolic numerical magnitude Open
Human beings are assumed to possess an approximate number system (ANS) dedicated to extracting and representing approximate numerical magnitude information. The ANS is assumed to be fundamental to arithmetic learning and has been shown to …
View article: A Theoretical Model for Predicting Residual Stress Generation in Fabrication Process of Double-Ceramic-Layer Thermal Barrier Coating System
A Theoretical Model for Predicting Residual Stress Generation in Fabrication Process of Double-Ceramic-Layer Thermal Barrier Coating System Open
Residual stress arisen in fabrication process of Double-Ceramic-Layer Thermal Barrier Coating System (DCL-TBCs) has a significant effect on its quality and reliability. In this work, based on the practical fabrication process of DCL-TBCs a…