Development of Preliminary Prediction Method for Local Sloshing Loads
Apr. 2026 – Aug. 2026Details coming soon.
Projects
Industrial collaborations and applied R&D projects
conducted as an AI Researcher at Narnia Labs and the Smart Design Lab, KAIST.
Samsung Heavy Industries
Hyundai Motor Group
Anomaly Detection Model for Electric Vehicle Battery Cells
Feb. 2024 – Mar. 2025Details coming soon.
Collision Behavior Prediction Model Using 3D Mesh-Based Data
Sep. 2023 – Nov. 2023Details coming soon.
Deep Learning Library for Collision Analysis Prediction Based on GNN
Jul. 2022 – Jun. 2023Details coming soon.
AI-Based Generative Design Framework for Car Wheel Shapes
Apr. 2020 – Mar. 2021Details coming soon.
LG Display
Optimizing Panel Layered Structures with Generative Design and MeshGraphNet
May. 2022 – Feb. 2023Details coming soon.
Korea Expressway Corporation
Highway Traffic Accident Risk Assessment Index
Mar. 2021 – Dec. 2021Details coming soon.
KORAIL
Transportation Performance Analysis under COVID-19 and Modal Substitutability
Sep. 2020 – Feb. 2021Details coming soon.