Jin-Woong Lee

Purdue University West Lafayette — United States

Materials Science · Physical Sciences

20h-index1.3kcitations92works1.92yr avg
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Research Topics

Luminescence Properties of Advanced Materials(9), Machine Learning in Materials Science(8), BIM and Construction Integration(7), X-ray Diffraction in Crystallography(6), Advanced Battery Materials and Technologies(5)

Publications92 total

Large Language Model–Based Construction Site Management for Severe Weather Preparedness
Journal of Construction Engineering and Management·2025
Optimal Fine-Tuning Strategy for Deep Learning Models in Manufacturer-Specific Biliary Stent Classification
Journal of Digital Contents Society·2025
Falling Objects/Debris Detection System Using Surveillance Camera at Construction Site
Proceedings of the ... ISARC·2025Open Access
Deep Learning-based 3D Point Cloud Semantic Segmentation for Mechanical, Electrical, and Plumbing Systems in Open Ceiling Building Structure
CIB Conferences·2025Open Access
High Performance Passives for Quantum Photonics
2025
Exploration of high-ductility ternary refractory complex concentrated alloys using first-principles calculations and machine learning
Calphad·2024· 4 cited
Fish Species Composition between Dice Reefs and Non-artificial Reefs in Costal Waters of Goheung, South Sea of Korea
Korean Journal of Ichthyology·2024
Opportunities and Challenges in the Implementation of Modular Construction Methods for Urban Revitalization
Sustainability·2024· 7 citedOpen Access
Urban Infrastructure Innovation: The Contribution Ratio-Based Distance-to-Target Prioritization Method for Advanced Systems
Transportation Research Record Journal of the Transportation Research Board·2024
Human behaviour simulation for promoting usefulness and user-centric values in parametric design
Automation in Construction·2024· 10 cited
Lessening Density Requirement and Adjusting Density Pay Factors for Asphalt Pavements in Poor Sublayer Conditions
2024Open Access
Optimal Control of Semi-Active Suspension for Agricultural Tractors Using Linear Quadratic Gaussian Control
Sensors·2023· 20 citedOpen Access
A Deep Learning Approach to Powder X‐Ray Diffraction Pattern Analysis: Addressing Generalizability and Perturbation Issues Simultaneously
Advanced Intelligent Systems·2023· 20 citedOpen Access
A novel sulfide phosphor, BaNaAlS3:Eu2+, discovered via particle swarm optimization
Journal of Alloys and Compounds·2022· 22 cited
A Study on the User Individuation Process of Open-world games : Focus on <The Elder Scrolls V: Skyrim>
Humanities Contents·2022· 1 cited
Powder X‐Ray Diffraction Pattern Is All You Need for Machine‐Learning‐Based Symmetry Identification and Property Prediction
Advanced Intelligent Systems·2022· 43 citedOpen Access
Dynamic behavior of an agricultural power take-off driveline for rattle noise reduction: Part 2. Experimental analysis of rattle noise effect according to spline tolerance level
Journal of Terramechanics·2022· 4 cited
Argyrodite configuration determination for DFT and AIMD calculations using an integrated optimization strategy
RSC Advances·2022· 14 citedOpen Access
Large‐Area Piezoresistive Tactile Sensor Developed by Training a Super‐Simple Single‐Layer Carbon Nanotube‐Dispersed Polydimethylsiloxane Pad
Advanced Intelligent Systems·2022· 3 citedOpen Access
A Novel Sulfide Phosphor, Banaals3:Eu2+, Discovered Via Particle Swarm Optimization
SSRN Electronic Journal·2022· 1 citedOpen Access
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Frequent Co-authors

Kee‐Sun Sohn(23), Woon Bae Park(19), Byung Do Lee(11), Satendra Pal Singh(10), Myoungho Pyo(8), Minseuk Kim(7), Joonseo Park(4), Caroline Sunyong Lee(3), Suman Timilsina(3), Ji Sik Kim(3), Min-Young Cho(3), Chaewon Park(3), Sunghyun Ahn(3), Jin-gyu Choi(3), Hyunsoo Kim(3), Jung Yong Seo(3), Nam Hoon Goo(2), Jeong-Hui Kim(2), Ju‐Duk Yoon(2), Sang-Hyeon Park(2)