Shaomin Wu
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View article: Integrated design of drainage asphalt pavement structures and mixtures based on targeted rainfall
Integrated design of drainage asphalt pavement structures and mixtures based on targeted rainfall Open
To bolster the reliability of the structural design for drainage asphalt pavements, we have autonomously devised a cross-sectional flow testing apparatus to mimic authentic rainfall conditions. This apparatus serves to gauge the drainage c…
View article: Genome-wide identification of the Remorin genes in Adiantum nelumboides and their responses to diverse abiotic stresses
Genome-wide identification of the Remorin genes in Adiantum nelumboides and their responses to diverse abiotic stresses Open
Adiantum nelumboides is a traditional Chinese medical herb and an endangered fern, and its population is threatened by various abiotic stresses. The plant-specific Remorin (REM) genes play important roles in coping with abiotic stresses; h…
View article: GCK Mutation Analysis and Clinical Profiles of Chinese Pediatric Patients with MODY2: Insights into Screening and Diagnosis
GCK Mutation Analysis and Clinical Profiles of Chinese Pediatric Patients with MODY2: Insights into Screening and Diagnosis Open
MODY2 typically manifests with mild, stable fasting hyperglycemia and is predominantly caused by missense mutations in the GCK gene. Our findings support the inclusion of triglyceride levels as a screening marker and highlight that feature…
View article: Task scheduling algorithm based on priority transformation in heterogeneous platforms
Task scheduling algorithm based on priority transformation in heterogeneous platforms Open
In heterogeneous platforms, efficient task scheduling is a crucial condition for achieving high-performance computing. To address this requirement, this paper proposes an improved genetic algorithm and conducts task scheduling based on pri…
View article: Spatiotemporal Resilience of IoT-Enabled Unmanned System of Systems
Spatiotemporal Resilience of IoT-Enabled Unmanned System of Systems Open
As research on the Internet of Things (IoT) and unmanned equipment continues to advance, the unmanned system of systems (USS) has been developed unprecedentedly. Much of the existing research on USS focuses on the effects of changes of sys…
View article: Exploring the Necessity of Reasoning in LLM-based Agent Scenarios
Exploring the Necessity of Reasoning in LLM-based Agent Scenarios Open
The rise of Large Reasoning Models (LRMs) signifies a paradigm shift toward advanced computational reasoning. Yet, this progress disrupts traditional agent frameworks, traditionally anchored by execution-oriented Large Language Models (LLM…
View article: Explainable Artificial Intelligence for Business and Economics: Methods, Applications and Challenges
Explainable Artificial Intelligence for Business and Economics: Methods, Applications and Challenges Open
In recent years, artificial intelligence (AI) has made significant strides in research and shown great potential in various application fields, including business and economics (B&E). However, AI models are often black boxes, making them d…
View article: IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform
IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform Open
Most recommendation systems typically follow a product-based paradigm utilizing user-product interactions to identify the most engaging items for users. However, this product-based paradigm has notable drawbacks for Xianyu~\footnote{Xianyu…
View article: Bibliometric Review of health and pharmaceutical wastewater
Bibliometric Review of health and pharmaceutical wastewater Open
Since the declaration of the Sustainable Development Goals (SDGs) by 2030, an increasing number of countries have announced plans to achieve goals such as clean water and sanitation. Pharmaceutical wastewater is a problem in wastewater tre…
View article: Identification and Expression Analysis of the Terpenoid Synthase Gene Family in <i>Dendrobium nobile</i>
Identification and Expression Analysis of the Terpenoid Synthase Gene Family in <i>Dendrobium nobile</i> Open
Terpenoid synthase (TPS) is a crucial enzyme catalyzing terpenoid synthesis in plants. However, the TPS gene family and its expression patterns in different growth stages of Dendrobium nobile remain unexplored. This study aims to systemati…
View article: Construction of a Corporate Carbon Disclosure Indicator System and Quality Evaluation: Evidence from Resource-Based Listed Companies
Construction of a Corporate Carbon Disclosure Indicator System and Quality Evaluation: Evidence from Resource-Based Listed Companies Open
Resource-based companies are key players in reducing carbon emissions and play a central role in achieving China’s dual-carbon goal. Establishing and improving an objective carbon information disclosure mechanism for companies and evaluati…
View article: Relationship between environmental PM2.5 exposure in early pregnancy and thyroid hormone levels in pregnant women
Relationship between environmental PM2.5 exposure in early pregnancy and thyroid hormone levels in pregnant women Open
PM2.5 exposure during early pregnancy was associated with decreased maternal levels of FT3 and FT4. The adverse health effects of exposure to PM2.5 during early pregnancy on both pregnant women and their offspring should be continually emp…
View article: Analyzing K-12 AI education: A large language model study of classroom instruction on learning theories, pedagogy, tools, and AI literacy
Analyzing K-12 AI education: A large language model study of classroom instruction on learning theories, pedagogy, tools, and AI literacy Open
There is growing recognition among researchers and stakeholders about the significant impact of artificial intelligence (AI) technology on classroom instruction. As a crucial element in developing AI literacy, AI education in K-12 schools …
View article: Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction
Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction Open
In applications related to big data and service computing, dynamic connections tend to be encountered, especially the dynamic data of user-perspective quality of service (QoS) in Web services. They are transformed into high-dimensional and…
View article: Quality Fluctuation Abnormal Source Identification Based on Variable Weighted Reconstruction Analysis in Spinning Process
Quality Fluctuation Abnormal Source Identification Based on Variable Weighted Reconstruction Analysis in Spinning Process Open
Due to the numerous and interconnected quality influencing parameters, the production process propagation and evolution of abnormal factors are complex, which can affect the stability of quality characteristics from multiple perspectives. …
View article: Construction of copulas for bivariate failure rates
Construction of copulas for bivariate failure rates Open
This paper aims to develop a method to construct an asymmetric copula, based on which a closed form of the cumulative bivariate failure rate can be obtained. The construction method differs from existing ones. This new method can facilitat…
View article: Hybrid uncertain buckling analysis for engineering structures through machine learning method
Hybrid uncertain buckling analysis for engineering structures through machine learning method Open
Buckling analysis is fundamental yet essential for engineering structures in stability assessment, design optimization, structural design, and the like. Uncertainty as an inherent feature in engineering significantly affects structural buc…
View article: Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective
Inspection policy optimization for hierarchical multistate systems under uncertain mission scenarios: A risk-averse perspective Open
Most engineered systems intend to perform missions with a pre-specified target success probability to reduce undesirable failure risks. Before executing the next mission, inspection activities are conducted across various physical levels f…
View article: A rate randomized geometric process with applications
A rate randomized geometric process with applications Open
The geometric process has been widely studied in various disciplines and applied in reliability, maintenance and warranty cost analysis, among others. In its applications in maintenance policy optimisation, the geometric process assumes co…
View article: Maintenance policy for a system with a weighted linear combination of degradation processes
Maintenance policy for a system with a weighted linear combination of degradation processes Open
This paper develops maintenance policies for a system under condition monitoring. We assume that a number of defects may develop and the degradation process of each defect follows a gamma process, respectively. The system is inspected peri…
View article: Kernel-based multi-marker tests of association based on the accelerated failure time model
Kernel-based multi-marker tests of association based on the accelerated failure time model Open
Kernel-based multi-marker tests for survival outcomes use primarily the Cox model to adjust for covariates. The proportional hazards assumption made by the Cox model could be unrealistic, especially in the long-term follow-up. We develop a…
View article: A copula-based approach to modelling the failure process of items under two-dimensional warranty and applications
A copula-based approach to modelling the failure process of items under two-dimensional warranty and applications Open
Hundreds of scholarly papers on optimisation of preventive maintenance policies for items under warranty have been published in the reliability related literature. They typically have two limitations: they make a simplified assumption on t…
View article: The Impact of Green Technology Research and Development (R&D) Investment on Performance: A Case Study of Listed Energy Companies in Beijing, China
The Impact of Green Technology Research and Development (R&D) Investment on Performance: A Case Study of Listed Energy Companies in Beijing, China Open
The aim of this study is to investigate the relationship between green technology R&D investment and corporate performance (ROA) of 44 Beijing-listed energy companies from 2016 to 2021 using a threshold regression model. The results show t…
View article: Cascading failures and maintenance optimization of urban transportation networks
Cascading failures and maintenance optimization of urban transportation networks Open
A convenient urban transportation network facilitates a high-quality life and a high-growth economy. Due to cascading failures being a ticklish question triggering continuous road congestion, the maintenance plan is momentous to restore th…