Generative AI · Multiphysics Modeling · Multiscale Modeling · Digital Twins · Design Automation · Advanced Manufacturing

생성형 인공지능 · 멀티피직스 모델링 · 멀티스케일 모델링 · 디지털 트윈 · 설계 자동화 · 첨단제조

The Intelligent Design for Materials & Manufacturing (IDMM) Lab (지능형 소재 및 제조 설계 연구실) at Soongsil University builds computational methods that connect generative AI, multiphysics modeling, and digital engineering. We design materials, parts, and manufacturing processes that are difficult to design by hand — and we build the digital infrastructure that makes those methods reusable across problems.

Our work cuts across four thrusts — Generative AI for Advanced Materials & Component Design, Multiphysics & Multiscale Modeling, Sparse-to-Rich 2D/3D Material Characterization & Reconstruction, and Digital Engineering for Advanced Manufacturing — with an application focus on metal additive manufacturing, microstructure design across diverse material systems (energy storage and conversion materials, advanced composites, and alloys), and next-generation aerospace component design. See the Research page for details, and Publications for our recent work.

We work closely with researchers in mechanical engineering, aerospace engineering, materials science, and applied machine learning, and we welcome students who enjoy living at the boundary between physics, computation, and hardware.

Join Us

We are recruiting postdoctoral researchers, graduate students (M.S. / Ph.D.), and undergraduate research interns interested in working at the intersection of AI, physics, and manufacturing. Please see the Join Us page for details on what to send.

숭실대학교 기계공학부 지능형 소재 및 제조 설계 연구실 (IDMM Lab)은 생성형 AI, 멀티피직스 모델링, 디지털 엔지니어링을 결합하여 재료·부품·첨단 제조 시스템을 설계하는 계산 방법론을 연구합니다. 박사후연구원, 석·박사 과정생, 학부 인턴을 모집하고 있습니다 — 자세한 사항은 Join Us 페이지를 참고해 주세요.