Research
MSDL Research Areas
DNA Nanotechnology
- AI-Driven DNA/RNA Nanostructure Design
- Dynamic DNA Origami & Molecular Machines
- Programmable Nucleic Acid Therapeutics (mRNA/CRISPR Delivery)
- Hierarchical Self-assembly for Smart Materials
Computational Mechanics
- Data-Driven Mechanics & Physics-Informed Learning
- AI-accelerated Nonlinear Finite Element Method
- Digital Twin Frameworks for Complex Systems
- Smart Composite Structures
Medical AI
- Multimodal Bio-Digital Biomarker Discovery
- Generative AI & Large Multimodal Models (LMMs) in Healthcare
- Physics-Informed Neural Networks (PINNs) for Multiphysics
- AI-Powered Digital Twins (Medical & Industrial)
Smart Farm
- Computer Vision Livestock Weighing
- 3D Depth · Volumetric Body Mass
- Agentic AI Farm Autonomy
- Digital Twin & Environment Control
Publications
Recent Publications
Latest of 32 journal articles
IF 15.4
·
JCR Top 1.4%
Consistent phase-field modeling of dynamic ductile fracture in shear-deformable curved shells
International Journal of Plasticity, 203:104751 · 2026
IF 7.6
·
JCR Top 1.8%
A novel stability-preserving load regulation for coupled thermomechanical buckling optimization of shell structures
Computer Methods in Applied Mechanics and Engineering, 453:118809 · 2026
IF 3.8
·
JCR Top 1.3%
Partition of unity-based tetrahedral element for nonlinear structural analysis of nearly incompressible hyperelastic materials
Finite Elements in Analysis and Design, 254:104464 · 2026
Board
Recent News
대한기계학회 호남지회 춘계학술대회
온라인 · Jun 6 · 2 presentations
RNA Nanotechnology Gordon Research Conference in Ventura
United States of America · Jan 23 · 1 presentation
대한기계학회 CAE 및 응용역학부문
경주 화백컨벤션센터 · Aug 19 · 1 presentation
한국CDE학회 동계학술대회
평창 모나용평 · Feb 10–11 · 4 presentations
36th International Congress of Physiological Sciences (IUPS 2009)
Kyoto, Japan · Jul 27 · 2 presentations
Photos
Life at MSDL
Join the MSDL
We are looking for Graduate Students and Postdocs to join our team.
We are always looking for highly motivated individuals to join our team. If you are a prospective Graduate Student or Postdoctoral Researcher, please send your application materials, including a CV with a list of references and a cover letter describing your background and interests.