Mingwei Liu
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View article: Rapid carbonation and high-efficiency modification approach of recycled coarse aggregate: An exploratory study based on supercritical CO <sub>2</sub>
Rapid carbonation and high-efficiency modification approach of recycled coarse aggregate: An exploratory study based on supercritical CO <sub>2</sub> Open
View article: Research on Shared Service Management Platform and Key Technologies for Digital Middle Platform
Research on Shared Service Management Platform and Key Technologies for Digital Middle Platform Open
The digital middle platform is a shared service management platform within the enterprise, which can integrate and manage various business systems and services, provide a unified interface and data exchange mechanism, and optimize business…
View article: Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models
Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models Open
Large language models (LLMs) have brought a paradigm shift to the field of code generation, offering the potential to enhance the software development process. However, previous research mainly focuses on the accuracy of code generation, w…
View article: Research on Pedestrian Avoidance Behavior for School Section Based on Improved BP Neural Network and XGboost Algorithm
Research on Pedestrian Avoidance Behavior for School Section Based on Improved BP Neural Network and XGboost Algorithm Open
As society evolves and technology advances, increasing transportation demands have heightened safety risks near schools and on mixed-traffic roads. While traditional studies on pedestrian evasive behavior have mainly focused on general tra…
View article: Effects of Supercritical Co2 Carbonation Environmental Factors on Improving the Properties of Recycled Coarse Aggregate
Effects of Supercritical Co2 Carbonation Environmental Factors on Improving the Properties of Recycled Coarse Aggregate Open
View article: Chloride transport in estuarine ship-lock concrete structure exposed to a unique seawater corrosive environment with low chlorine-salt concentrations and high-frequency drying‒wetting cycles: Experimental study and computational model
Chloride transport in estuarine ship-lock concrete structure exposed to a unique seawater corrosive environment with low chlorine-salt concentrations and high-frequency drying‒wetting cycles: Experimental study and computational model Open
View article: Beyond the ESG Facade: Measuring and Addressing Corporate "Lip Service"
Beyond the ESG Facade: Measuring and Addressing Corporate "Lip Service" Open
View article: Evaluating and Improving ChatGPT for Unit Test Generation
Evaluating and Improving ChatGPT for Unit Test Generation Open
Unit testing plays an essential role in detecting bugs in functionally-discrete program units (e.g., methods). Manually writing high-quality unit tests is time-consuming and laborious. Although the traditional techniques are able to genera…
View article: TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference
TIGER: A Generating-Then-Ranking Framework for Practical Python Type Inference Open
Python's dynamic typing system offers flexibility and expressiveness but can lead to type-related errors, prompting the need for automated type inference to enhance type hinting. While existing learning-based approaches show promising infe…
View article: Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG Open
Although LLMs have shown promising potential in vulnerability detection, this study reveals their limitations in distinguishing between vulnerable and similar-but-benign patched code (only 0.06 - 0.14 accuracy). It shows that LLMs struggle…
View article: Analyzing factors causing deadlock events of bi-directional pedestrian flow when moving on stairs using a personal space model
Analyzing factors causing deadlock events of bi-directional pedestrian flow when moving on stairs using a personal space model Open
Comprehending crowd dynamics on staircases is imperative for preventing accidents, particularly in emergency scenarios. In this context, our study delves into bi-directional pedestrian flow. When confronted with limited staircase space, th…
View article: PPanG: a precision pangenome browser enabling nucleotide-level analysis of genomic variations in individual genomes and their graph-based pangenome
PPanG: a precision pangenome browser enabling nucleotide-level analysis of genomic variations in individual genomes and their graph-based pangenome Open
View article: Influence of the Original Concrete Strength and Initial Moisture Condition on the Properties Improvement of Recycled Coarse Aggregate via Accelerated Carbonation Reactions
Influence of the Original Concrete Strength and Initial Moisture Condition on the Properties Improvement of Recycled Coarse Aggregate via Accelerated Carbonation Reactions Open
The physical and mechanical properties of recycled coarse aggregate (RCA) are worse than those of natural coarse aggregate (NCA), and the overall performance of recycled concrete prepared from RCA is worse than that of natural aggregate co…
View article: Exploring Large Language Models in Resolving Environment-Related Crash Bugs: Localizing and Repairing
Exploring Large Language Models in Resolving Environment-Related Crash Bugs: Localizing and Repairing Open
Software crash bugs cause unexpected program behaviors or even abrupt termination, thus demanding immediate resolution. However, resolving crash bugs can be challenging due to their complex root causes, which can originate from issues in t…
View article: A Wohlfahrtiimonas chitiniclastica with a novel type of blaVEB–1-carrying plasmid isolated from a zebra in China
A Wohlfahrtiimonas chitiniclastica with a novel type of blaVEB–1-carrying plasmid isolated from a zebra in China Open
Background Wohlfahrtiimonas chitiniclastica is an emerging fly-borne zoonotic pathogen, which causes infections in immunocompromised patients and some animals. Herein, we reported a W. chitiniclastica BM-Y from a dead zebra in China. Metho…
View article: data (simulation)
data (simulation) Open
The supporting information files are named "resultanddata(2).xlsx" and "fundamentionresult.xlsx". The file "resultanddata(2)" contains both experimental and simulation results. On the other hand, the file "fundamentionresult" comprises sim…
View article: Recommending Analogical APIs via Knowledge Graph Embedding
Recommending Analogical APIs via Knowledge Graph Embedding Open
Library migration, which re-implements the same software behavior by using a different library instead of using the current one, has been widely observed in software evolution. One essential part of library migration is to find an analogic…
View article: ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation
ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation Open
In this work, we make the first attempt to evaluate LLMs in a more challenging code generation scenario, i.e. class-level code generation. We first manually construct the first class-level code generation benchmark ClassEval of 100 class-l…
View article: Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation Open
In this work, we evaluate 10 open-source instructed LLMs on four representative code comprehension and generation tasks. We have the following main findings. First, for the zero-shot setting, instructed LLMs are very competitive on code co…
View article: Single-molecule visualization determines conformational substate ensembles in β-sheet–rich peptide fibrils
Single-molecule visualization determines conformational substate ensembles in β-sheet–rich peptide fibrils Open
An understanding of protein conformational ensembles is essential for revealing the underlying mechanisms of interpeptide recognition and association. However, experimentally resolving multiple simultaneously existing conformational substa…
View article: Experimental Insights into Conformational Ensembles of Assembled β-Sheet Peptides
Experimental Insights into Conformational Ensembles of Assembled β-Sheet Peptides Open
Deciphering the conformations and interactions of peptides in their assemblies offers a basis for guiding the rational design of peptide-assembled materials. Here we report the use of scanning tunneling microscopy (STM), a single-molecule …
View article: Prediction of microseismic events in rock burst mines based on MEA-BP neural network
Prediction of microseismic events in rock burst mines based on MEA-BP neural network Open
Microseismic monitoring is an important tool for predicting and preventing rock burst incidents in mines, as it provides precursor information on rock burst. To improve the prediction accuracy of microseismic events in rock burst mines, th…
View article: Vibrio parahaemolyticus from Migratory Birds in China Carries an Extra Copy of tRNA-Gly and Plasmid-Mediated Quinolone Resistance Gene <i>qnrD</i>
Vibrio parahaemolyticus from Migratory Birds in China Carries an Extra Copy of tRNA-Gly and Plasmid-Mediated Quinolone Resistance Gene <i>qnrD</i> Open
The presence of V. parahaemolyticus in migratory birds' fecal samples implies that the human pathogenic V. parahaemolyticus strains may also potentially infect birds and thus pose a risk for zoonotic infection and food safety associated wi…
View article: No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation
No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation Open
Unit testing is essential in detecting bugs in functionally-discrete program units. Manually writing high-quality unit tests is time-consuming and laborious. Although traditional techniques can generate tests with reasonable coverage, they…
View article: Prediction of Temperature Development of Concrete with Set-Controlling Admixture Based on a New Hydration Kinetics Model
Prediction of Temperature Development of Concrete with Set-Controlling Admixture Based on a New Hydration Kinetics Model Open
Temperature control is needed in the construction process of massive concrete and it can avoid the concrete cracks. Prediction of temperature development based on a hydration kinetics model can reduce the need for adiabatic temperature ris…
View article: Influence of Material Factors on Improving the Properties of a Recycled Coarse Aggregate and its Concrete Under Co2-Curing Treatment
Influence of Material Factors on Improving the Properties of a Recycled Coarse Aggregate and its Concrete Under Co2-Curing Treatment Open
View article: A combination prediction model based on ELM and prior information of shapelet for algal bloom
A combination prediction model based on ELM and prior information of shapelet for algal bloom Open
Prediction is crucial to prevent the outbreaks of algal bloom. However, due to the time-varying and nonlinear characteristics of algal bloom, which brings challenges for accurate prediction. Aiming at solving the problem, we consider both …
View article: Design of Grid Communication Data Gateway Filtering System Based on Microservice Architecture
Design of Grid Communication Data Gateway Filtering System Based on Microservice Architecture Open
The grid communication data gateway filtering system has the problem of excessive memory overhead, so a grid communication data gateway filtering system based on micro-service architecture is designed. For the hardware part, the system can…
View article: A Review of Durability Issues of Reinforced Concrete Structures Due to Coastal Soda Residue Soil in China
A Review of Durability Issues of Reinforced Concrete Structures Due to Coastal Soda Residue Soil in China Open
Soda residue soil (SRS) is a man-made engineering foundation soil formed by soda residue; it is mainly distributed in coastal areas in China. SRS is rich in a variety of corrosive salts, among which the concentrations of chloride ions are …
View article: A Variable-Order Fuzzy Logic Controller Design Method for an Unmanned Underwater Vehicle Based on NSGA-II
A Variable-Order Fuzzy Logic Controller Design Method for an Unmanned Underwater Vehicle Based on NSGA-II Open
UUV depth control requires the controlled system to have good transient response and robustness under the premise of ensuring real-time performance. The flexibility of fractional-order control provides an idea to solve this problem. This p…