Projects

Selected Research Projects

Selected research projects representing the group's current and prior research directions.

Current Research

Current research led by the group.

2026.03–2031.02 Active

Digital twin- and physics-informed AI for patient-specific femoral fracture-risk prediction and verification

An integrated program for CT-derived modeling, multi-scenario finite-element simulation, fast surrogate prediction, and credibility assessment.

Official project title

Development of real-time patient-specific femoral fracture risk prediction and verification technology utilizing digital twin and physics-informed AI

디지털 트윈 및 물리 기반 인공지능(Physics-informed AI)을 활용한 환자 맞춤형 대퇴골 골절 위험도 실시간 예측 및 검증 기술 개발

Agency: Ministry of Science and ICT (MSIT) / National Research Foundation of Korea (NRF)
Program: Young Researcher Program / Basic Research Program
Role: Principal Investigator

Selected Previous Projects

Major completed or previous research programs that shaped the group's current research directions.

2021.03–2026.02 Completed

High-resolution haptic substitution for real-time perception of the forward view

Research on translating visual information into high-resolution tactile cues for people with visual impairment.

Official project title

The development of high resolution haptic substitution device that allows the visually-impaired to perceive the front-view in real time through the sense of touch

촉각을 통한 시각장애인의 실시간 전방시야 인지가 가능한 고화질 시각대체 햅틱 디바이스 개발

Agency: Ministry of Science and ICT (MSIT) / National Research Foundation of Korea (NRF)
Program: Sejong Science Fellowship
Role: Principal Investigator

Program 2023.04–2027.12 Participation ended in 2026.02

Digital tools and a sharing framework for model-informed medical-device safety and effectiveness evaluation

Served as the lead researcher for the overarching work package, contributing to project planning, proposal development, and modeling/simulation activities.

Official project title

The development and validation of digital tools for evaluating the safety and effectiveness of medical devices through computer modeling and simulation, and the establishment of frameworks and platforms for systematic share

컴퓨터 모델링 및 시뮬레이션 기반의 의료기기 안정성 및 유효성 평가 디지털 도구 개발 및 검증과 체계적 공유 활용 위한 프레임워크 및 플랫폼 구축

Agency: Ministry of Food and Drug Safety (MFDS)
User participation: 2023.04–2026.02
Role: Lead Researcher / Proposal Contributor