Research
Three research areas, one multiphysics toolbox
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)
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 6.2
Computer-aided design software and simulation tools for DNA nanoparticles
Advanced Materials Technologies, 11(4):e00438 · 2026
Board
Activity
Phuong-Anh has joined our lab as a researcher and will be starting her Ph.D. program this September.
New member
Consistent phase-field modeling of dynamic ductile fracture in shear-deformable curved shells
International Journal of Plasticity, 203:104751 IF 15.4 · JCR Top 1.4%
VanHoi's paper, "Consistent phase-field modeling of dynamic ductile fracture in shear-deformable curved shells", has been accepted for publication in Computer Methods in Applied Mechanics and Engineering.
Publication
대한기계학회 CAE 및 응용역학부문 2026년 춘계학술대회
여수 소노캄 · May 8 · 3 presentations
A novel stability-preserving load regulation for coupled thermomechanical buckling optimization of shell structures
Computer Methods in Applied Mechanics and Engineering, 453:118809 IF 7.6 · JCR Top 1.8%
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Life at MSDL
Join the MSDL
We are looking for Graduate Students and Postdoctoral Researchers 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.
