INCODE Lab
INtelligent & COnvergent DEsign
for advanced engineering systems
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SONG Group @ Sogang University
Welcome to SONG Research Group (INtelligent & COnvergent DEsign for advanced engineering systems lab) at Sogang University.
We focus on advancing next-generation energy and bio-systems through AI-powered multiscale simulation and optimal design approaches. Our research bridges computational engineering with energy and biomedical applications, aiming for both scientific discovery and practical impact.
Our team focuses on:
AI-driven Design and Optimization for Nano-Bio Systems
(Drug Delivery Systems, Biosensors, Organ-on-a-Chip Platforms)
AI-driven Design and Optimization of Energy Systems
(Next-generation Battery Systems, Energy Harvesting Devices, Structural Optimization)
Multiscale Simulation and Machine Learning Integration
(FEM, PFM, DFT, and Data-Driven Multiscale Modeling)
At SONG group, we are building an open, collaborative environment where industry and academia meet to drive real-world innovation. We invite you to explore the future of simulation-driven, AI-enhanced engineering for energy and healthcare systems with us.
Join our journey!
우리 연구실은 도전적이고 창의적인 문제 해결에 열정을 가진 학부생 및 대학원생과 함께 하기를 기다립니다. 기계공학, 바이오, 에너지, 인공지능 등 다양한 융합 분야에 관심이 있다면 누구든지 지원 가능합니다.
연구 내용이나 진학, 인턴십, 연구실 생활 등에 대해 궁금한 점이 있다면 편하게 jsong@sogang.ac.kr로 연락 주세요.
We welcome motivated and curious students to explore new frontiers in intelligent system design, nano-bio systems, and energy technologies. If you're ready to learn, create, and grow together, reach out to jsong@sogang.ac.kr for more information!
Group News
2025.09.01 | SONG Research Group @ Sogang University
A new chapter begins — The SONG Research Group takes off at Sogang University. The journey has just begun.
2025.02.26 | Research Grant
Our group receives a Mid-career Research Grant from NRF of Korea "Physics-Informed Neural Network (PINN)-based multiscale and multiphysics design system for Sodium-ion batteries". (2025.03~2029.2) Congratulations!
2025.02.19 | Journal Publication
Subeen Kim's work was published in journal "Small Structures (IF:13.9, JCR Top 10%)". "Advanced multiscale modeling of potassium-ion batteries for interplay of electrochemical and mechanical behavior across scales." [Link] Congratulations!
2025.01.31 | Journal Publication
Minjoong Kim's work was published in journal "Materials (IF:3.1, JCR Top 25%)". "B-H Curve Estimation and Air Gap Optimization for High-Performance Split Core." [Link] Congratulations!
2025.01.02 | Journal Cover
Our paper "Nanoplasmonic Rapid Antimicrobial-resistance Point-of-care Identification Device: RAPIDx." has been selected for the Inside Back Cover of Advanced Healthcare Materials. Congratulations!
2024.11.06-11.09 | Attending a Conference
We attended KSME Fall Meeting in Jeju. Subeen Kim, Hyunwoo Lim, Chae eun Sung and Jiseok Han had presentations.
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