Dong‐Eun Lee
YOU?
Author Swipe
View article: Endotoxin Pretreatment Mitigates Myocardial Ischemia-Reperfusion Injury Through Preservation of Mitochondrial Respiration: A Combined Assessment of In Vivo, Ex Vivo, and In Vitro Data
Endotoxin Pretreatment Mitigates Myocardial Ischemia-Reperfusion Injury Through Preservation of Mitochondrial Respiration: A Combined Assessment of In Vivo, Ex Vivo, and In Vitro Data Open
Acute myocardial infarction is the most common form of coronary artery disease, and myocardial ischemia–reperfusion injury remains a major challenge despite advances in reperfusion therapy. Endotoxin preconditioning has been linked to redu…
View article: Sound-Based Detection of Slip and Trip Incidents Among Construction Workers Using Machine and Deep Learning
Sound-Based Detection of Slip and Trip Incidents Among Construction Workers Using Machine and Deep Learning Open
Unsafe events such as slips and trips occur regularly on construction sites. Efficient identification of these events can help protect workers from accidents and improve site safety. However, current detection methods rely on subjective re…
View article: Platform study of circulating tumor DNA directed adjuvant chemotherapy in colon cancer (CLAUDIA colon cancer, KCSG CO22-12)
Platform study of circulating tumor DNA directed adjuvant chemotherapy in colon cancer (CLAUDIA colon cancer, KCSG CO22-12) Open
View article: bartXViz: Visualization of BART and BARP using SHAP
bartXViz: Visualization of BART and BARP using SHAP Open
View article: Explanation of life expectancy prediction model using explainable AI
Explanation of life expectancy prediction model using explainable AI Open
View article: Edge-Enabled Multi-Modal Swin Transformer with Contextual Attention for Intelligent Safety Intervention in Dynamic Construction Environments
Edge-Enabled Multi-Modal Swin Transformer with Contextual Attention for Intelligent Safety Intervention in Dynamic Construction Environments Open
View article: Real-time assessment of rebar intervals using a computer vision-based DVNet model for improved structural integrity
Real-time assessment of rebar intervals using a computer vision-based DVNet model for improved structural integrity Open
Structural durability is critical for building and civil engineering safety, wherein the arrangement and distribution of reinforcing bar (rebar) is crucial. Improperly aligned rebar impacts bearing capacity, whereas uniform spacing optimal…
View article: The Impact of Social Exclusion Experiences on Consumer Behavioral Intention in Live Commerce
The Impact of Social Exclusion Experiences on Consumer Behavioral Intention in Live Commerce Open
View article: Parameterized Physics-informed Neural Networks for Parameterized PDEs
Parameterized Physics-informed Neural Networks for Parameterized PDEs Open
Complex physical systems are often described by partial differential equations (PDEs) that depend on parameters such as the Reynolds number in fluid mechanics. In applications such as design optimization or uncertainty quantification, solu…
View article: SRGAN-enhanced unsafe operation detection and classification of heavy construction machinery using cascade learning
SRGAN-enhanced unsafe operation detection and classification of heavy construction machinery using cascade learning Open
In the inherently hazardous construction industry, where injuries are frequent, the unsafe operation of heavy construction machinery significantly contributes to the injury and accident rates. To reduce these risks, this study introduces a…
View article: MULTI-OBJECTIVE GREEN DESIGN MODEL BASED ON COSTS, CO2 EMISSIONS AND SERVICEABILITY FOR HIGH-RISE BUILDINGS WITH A MEGA-STRUCTURE SYSTEM
MULTI-OBJECTIVE GREEN DESIGN MODEL BASED ON COSTS, CO2 EMISSIONS AND SERVICEABILITY FOR HIGH-RISE BUILDINGS WITH A MEGA-STRUCTURE SYSTEM Open
In light of growing environmental concerns, the reduction of CO2 emissions is increasingly vital. Particularly in the construction industry, a major contributor to global carbon emissions, addressing this issue is critical for environmenta…
View article: Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent
Constraint‐aware optimization model for plane truss structures via single‐agent gradient descent Open
This study introduces the constraint‐aware optimization model (CAOM), a novel optimization framework designed to optimize the size, shape, and topology of plane truss structures simultaneously. Unlike traditional optimization models, which…
View article: Low-frequency vibration and noise control in sandwiched composite locally resonant metamaterials-embedded plate structures
Low-frequency vibration and noise control in sandwiched composite locally resonant metamaterials-embedded plate structures Open
This study proposes a sandwiched composite locally resonant metamaterial (SLRM) system and SLRM-embedded plate structure (SLRMeP) to effectively control low-frequency vibrations and sound radiation. The wave control mechanism and configura…
View article: Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations
Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations Open
Neural ordinary differential equations (NODEs), one of the most influential works of the differential equation-based deep learning, are to continuously generalize residual networks and opened a new field. They are currently utilized for va…
View article: Enhancing Building Energy Efficiency with IoT-Driven Hybrid Deep Learning Models for Accurate Energy Consumption Prediction
Enhancing Building Energy Efficiency with IoT-Driven Hybrid Deep Learning Models for Accurate Energy Consumption Prediction Open
Buildings remain pivotal in global energy consumption, necessitating a focused approach toward enhancing their energy efficiency to alleviate environmental impacts. Precise energy prediction stands as a linchpin in optimizing efficiency, o…
View article: PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images
PAC-FNO: Parallel-Structured All-Component Fourier Neural Operators for Recognizing Low-Quality Images Open
A standard practice in developing image recognition models is to train a model on a specific image resolution and then deploy it. However, in real-world inference, models often encounter images different from the training sets in resolutio…
View article: Parametric image-based concrete defect assessment method
Parametric image-based concrete defect assessment method Open
Structural health monitoring aims to ensure the integrity of infrastructure. Assessing structural integrity through image classification techniques based on human perception is often challenging. Incorporating a morphological image-based c…
View article: Investigating the thermo-physical properties of a new kind of graphitic carbon nitride included ternary hybrid nanofluids and the property correlations
Investigating the thermo-physical properties of a new kind of graphitic carbon nitride included ternary hybrid nanofluids and the property correlations Open
In this work, a simple and facile approach was employed for the preparation of the ternary hybrids comprising of titanium dioxide, zinc oxide and graphitic nitride (designated as TZG-TH) with varying compositions of the components. In the …
View article: Research of Turbofan Engine Derived from Micro Turbojet Engine
Research of Turbofan Engine Derived from Micro Turbojet Engine Open
View article: Synthesis of Long Alkyl and Fluoroalkyl Substituted Siloxane Copolymers for the Water Repellency of Rammed Earth Walls
Synthesis of Long Alkyl and Fluoroalkyl Substituted Siloxane Copolymers for the Water Repellency of Rammed Earth Walls Open
Rammed earth in a built environment has vapor diffusion characteristics and humidity control abilities, each of which is respectively attributed to the porous structures and the hydrophilic properties. Indeed, these structures and properti…
View article: Development of Gaseous Pollutant Emission Factor by Incineration of Barley & Wheat among Agricultural Residues
Development of Gaseous Pollutant Emission Factor by Incineration of Barley & Wheat among Agricultural Residues Open
The current study involved the calculation of air pollutant emission factors (EFs) generated from the incineration of agricultural residues.The process included sample collection, weight measurement, moisture measurement, incineration syst…
View article: Operator-learning-inspired Modeling of Neural Ordinary Differential Equations
Operator-learning-inspired Modeling of Neural Ordinary Differential Equations Open
Neural ordinary differential equations (NODEs), one of the most influential works of the differential equation-based deep learning, are to continuously generalize residual networks and opened a new field. They are currently utilized for va…
View article: SHM-BASED PRACTICAL SAFETY EVALUATION AND VIBRATION CONTROL MODEL FOR STEEL PIPES
SHM-BASED PRACTICAL SAFETY EVALUATION AND VIBRATION CONTROL MODEL FOR STEEL PIPES Open
Unexpected damages or failures of steel pipes in refineries cause significant disruption to economic activity. While research has been conducted on the prevention of damage to steel pipes, no systematic methods or practical techniques for …
View article: Synthesis of Hydrophobic Siloxane Copolymers for the Water Repellency of the Surface of Rammed Earth Walls
Synthesis of Hydrophobic Siloxane Copolymers for the Water Repellency of the Surface of Rammed Earth Walls Open
Rammed earth in a built environment has vapor diffusion characteristics and humidity control ability each of which are respectively attributed to the porous structures and the hydrophilic properties. Indeed, these structures and properties…
View article: State-of-the-art review on photocatalysis for efficient wastewater treatment: Attractive approach in photocatalyst design and parameters affecting the photocatalytic degradation
State-of-the-art review on photocatalysis for efficient wastewater treatment: Attractive approach in photocatalyst design and parameters affecting the photocatalytic degradation Open
This review focuses on recently proposed photocatalyst designs for maximizing the efficiency of photogenerated charge carriers to improve the photocatalytic performance of photocatalysts. These designs include doping with metal and non-met…
View article: Studies on the Functional Properties of Titanium Dioxide Nanoparticles Distributed in Silyl–Alkyl Bridged Polyaniline-Based Nanofluids
Studies on the Functional Properties of Titanium Dioxide Nanoparticles Distributed in Silyl–Alkyl Bridged Polyaniline-Based Nanofluids Open
In the present work, a new kind of nanocomposite (NC)-based solid component was prepared for formulating nanofluids (NFs). The NC comprised metal oxide (titanium dioxide, TiO2) dispersed in a conducting polymer with polyaniline (PANI) and …
View article: Comparative Evaluation of Viscosity, Density and Ultrasonic Velocity Using Deviation Modelling for Ethyl-Alcohol Based Binary Mixtures
Comparative Evaluation of Viscosity, Density and Ultrasonic Velocity Using Deviation Modelling for Ethyl-Alcohol Based Binary Mixtures Open
This study reports the comparative deviations in experimental viscosity, density and ultrasonic velocity of two new ethanol-based binary liquid mixtures (ethanol + 1-hexanol and ethanol + 1-octanol) at 303.15 K by applying various theoreti…
View article: Effect of pore structure on the thermal stability of shape-stabilized phase change materials
Effect of pore structure on the thermal stability of shape-stabilized phase change materials Open
To attain the increasing demand for energy in addition with an aim of resolving environmental concerns, a transition from traditional energy systems to renewable resources is crucial. However, renewable energy needs the proper mechanism of…
View article: Investigation of a centrifugal pump for energy loss due to clearance thickness while pumping different viscosity oils
Investigation of a centrifugal pump for energy loss due to clearance thickness while pumping different viscosity oils Open
The clearance between the stationary volute and rotating impeller of a centrifugal pump is crucial; however, it affects the internal flow and deteriorates the pump performance. This study performed a flow investigation through a numerical …
View article: Near-Miss Fall Classification of Construction Workers Using Wearable Sound Signals
Near-Miss Fall Classification of Construction Workers Using Wearable Sound Signals Open