Weiming Liu
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View article: Machine learning-driven prediction and optimization of microcrystalline cellulose and cellulose nanocrystal production from Miscanthus biomass
Machine learning-driven prediction and optimization of microcrystalline cellulose and cellulose nanocrystal production from Miscanthus biomass Open
The non-destructive and cost-effective prediction of microcrystalline cellulose (MCC) and cellulose nanocrystal (CNC) production performance is critical for optimizing Miscanthus-based biorefinery processes. This study employed a judicious…
View article: Large Language Models for Recommender Systems: A Problem-Driven Survey
Large Language Models for Recommender Systems: A Problem-Driven Survey Open
View article: Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation
Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation Open
Sequential recommendation aims to capture the temporal dependencies of items in a user's historical interactions and make recommendations based on this. Previous generative methods addressed the issue of data not directly reflecting user p…
View article: Simulation on pyrolysis behavior and reaction pathway of natural rubber and styrene-butadiene rubber by ReaxFF-MD
Simulation on pyrolysis behavior and reaction pathway of natural rubber and styrene-butadiene rubber by ReaxFF-MD Open
Pyrolysis is one of the effective methods for recycling waste tire rubber, and there are fewer studies on the simulation and mechanism of pyrolysis of multi-component mixed rubber. This study employs reactive force field molecular dynamics…
View article: Modelling of wildland fire spread using empirical approach analysing the effect of moisture, wind, and slope
Modelling of wildland fire spread using empirical approach analysing the effect of moisture, wind, and slope Open
Due to rapid climate change, wildfires are an increasing risk to human life and economy. To prevent their occurrence and reduce their intensity, computational methods have been developed to study and simulate wildfire spread. Medium scale …
View article: Analysis of Highway Vehicle Lane Change Duration Based on Survival Model
Analysis of Highway Vehicle Lane Change Duration Based on Survival Model Open
To investigate highway vehicle lane-changing behavior, we utilized the publicly available naturalistic driving dataset, HighD, to extract the movement data of vehicles involved in lane changes and their proximate counterparts. We employed …
View article: Screening of Miscanthus Genotypes for Sustainable Production of Microcrystalline Cellulose and Cellulose Nanocrystals
Screening of Miscanthus Genotypes for Sustainable Production of Microcrystalline Cellulose and Cellulose Nanocrystals Open
Miscanthus spp. has been regarded as a promising industrial plant for the sustainable production of bio-based materials. To assess its potential for microcrystalline cellulose (MCC) and cellulose nanocrystals (CNCs) production, 50 represen…
View article: A Comprehensive Investigation of Lane-Changing Risk Recognition Framework of Multi-Vehicle Type Considering Key Features Based on Vehicles’ Trajectory Data
A Comprehensive Investigation of Lane-Changing Risk Recognition Framework of Multi-Vehicle Type Considering Key Features Based on Vehicles’ Trajectory Data Open
To comprehensively investigate the key features of lane-changing (LC) risk for different vehicle types during left and right LC, and to improve the accuracy of LC risk recognition, this paper proposes a key feature selection and risk recog…
View article: Adolescent Aggressive Riding Behavior: An Application of the Theory of Planned Behavior and the Prototype Willingness Model
Adolescent Aggressive Riding Behavior: An Application of the Theory of Planned Behavior and the Prototype Willingness Model Open
Cycling has always been popular in China, especially during the years when the government encouraged green travel. Many people participate in rides to ease traffic congestion and increase transfer convenience. Due to the disorganized and t…
View article: Metro Passenger Flow Statistics Based on YOLOv3
Metro Passenger Flow Statistics Based on YOLOv3 Open
Passenger flow real-time detection in per train compartment is the basis for realizing metro entrance flow restriction, platform waiting guidance and optimizing train departure interval. In this paper, we collect RGB images as the input of…
View article: Research on SOC Estimation Algorithms for Aluminum Air Batteries
Research on SOC Estimation Algorithms for Aluminum Air Batteries Open
Present, the existing open-circuit voltage method and ampere-time integration method have large errors in estimating the SOC of aluminum air batteries, which are not accurate enough. To overcome this shortcoming, a new SOC estimation algor…
View article: GIS-based mineral prospectivity mapping using machine learning methods: A case study from Tongling ore district, eastern China
GIS-based mineral prospectivity mapping using machine learning methods: A case study from Tongling ore district, eastern China Open
Predictive modelling of mineral prospectivity using GIS is a valid and progressively more accepted tool for delineating reproducible mineral exploration targets. In this study, machine learning methods, including support vector machine (SV…
View article: Research on the Collaborative Training Mechanism and Curriculum System Reform of Logistics Management Talents
Research on the Collaborative Training Mechanism and Curriculum System Reform of Logistics Management Talents Open
The paper puts forward the concrete contents of the establishment of cooperative training mechanism and the reform of the curriculum system.Through literature analysis, investigation, research and extraction, this paper further explains th…
View article: The Feedback Control Strategy of the Takagi-Sugeno Fuzzy Car-Following Model with Two Delays
The Feedback Control Strategy of the Takagi-Sugeno Fuzzy Car-Following Model with Two Delays Open
Considering the driver’s sensing the headway and velocity the different time-varying delays exist, respectively, and the sensitivity of drivers changes with headway and speed. Introducing the fuzzy control theory, a new fuzzy car-following…
View article: Effects of fractal surface on rheological behavior and combustion kinetics of modified brown coal water slurries
Effects of fractal surface on rheological behavior and combustion kinetics of modified brown coal water slurries Open
The paper reports the effects of surface fractal structures on the rheological behavior and combustion kinetics of raw brown coal and three modified coal water slurries (CWSs). The results show that the fractal structures and physicochemic…