Jin-Woong Lee
Materials Science · Purdue University West Lafayette
Publications
93
Citations
1,355
Est. group size
~1
Recurring co-author estimate
Active years
30
Publishing since 1997
This researcher's publication record centers on applying machine learning and data-driven methods to materials science problems, such as predicting properties of battery materials, phosphors, and alloys, and analyzing X-ray diffraction patterns. The bibliographic record also includes a notably diverse set of publications outside this core area, spanning topics like construction automation, tractor suspension control, fish ecology, and video game design, suggesting either broad interdisciplinary collaboration or a name that overlaps with multiple distinct authors in the dataset.
Publication output fluctuated over the last decade, peaking in 2021 and declining afterward, with a more modest and variable pace (averaging about 4 per year) in the most recent five years.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Passive resonance avoidance in quasi-zero-stiffness isolation
SSRN Electronic Journal · 2026
- High Performance Passives for Quantum Photonics
2025
- Optimal Fine-Tuning Strategy for Deep Learning Models in Manufacturer-Specific Biliary Stent Classification
Journal of Digital Contents Society · 2025
- Exploration of high-ductility ternary refractory complex concentrated alloys using first-principles calculations and machine learning
Calphad · 2024
- Human behaviour simulation for promoting usefulness and user-centric values in parametric design
Automation in Construction · 2024
- 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
- Fish Species Composition between Dice Reefs and Non-artificial Reefs in Costal Waters of Goheung, South Sea of Korea
Korean Journal of Ichthyology · 2024
- A Deep Learning Approach to Powder X‐Ray Diffraction Pattern Analysis: Addressing Generalizability and Perturbation Issues Simultaneously
Advanced Intelligent Systems · 2023
- Optimal Control of Semi-Active Suspension for Agricultural Tractors Using Linear Quadratic Gaussian Control
Sensors · 2023
- Powder X‐Ray Diffraction Pattern Is All You Need for Machine‐Learning‐Based Symmetry Identification and Property Prediction
Advanced Intelligent Systems · 2022
- A novel sulfide phosphor, BaNaAlS3:Eu2+, discovered via particle swarm optimization
Journal of Alloys and Compounds · 2022
- Argyrodite configuration determination for DFT and AIMD calculations using an integrated optimization strategy
RSC Advances · 2022
- 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
- Large‐Area Piezoresistive Tactile Sensor Developed by Training a Super‐Simple Single‐Layer Carbon Nanotube‐Dispersed Polydimethylsiloxane Pad
Advanced Intelligent Systems · 2022
- A Study on the User Individuation Process of Open-world games : Focus on <The Elder Scrolls V: Skyrim>
Humanities Contents · 2022
- Advanced Intelligent Systems×4
- Nature Communications×2
- Chemistry of Materials×2
- Inorganic Chemistry×2
- Inorganic Chemistry Frontiers×2
- David R. Foster
Materials Science · Purdue University West Lafayette
- Joo Hyun Lee
Materials Science · Purdue University West Lafayette
- Zhiyuan Cheng
Materials Science · Purdue University West Lafayette
- Brian H. Lee
Materials Science · Purdue University West Lafayette
- Ankur K. Gupta
Materials Science · Indiana University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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