Publications
AI-driven Simulation and Design Lab
Name*: Contributed equally
Name: Corresponding author
Kirigami meta-sheet for enhanced impact absorption
Dahyun Joo, Yasuhiro Miyazawa, Seokhyun Hong, Dongha Lee, Jinkyu Yang, and Do-Nyun Kim
submitted, (2026)
Co-assembly strategy by cryo-tunable DNA origami helix bundles programmed for augmented preservation of three-dimensional spheroids
*Eui Bum Choi, *Kyounghwa Jeon, *Seung-Cheol Shin, Eugene Jung, Taeyoung Ryu, Woo Hyuk Jung, Chanseok Lee, Seok Chung, Do-Nyun Kim, and Dong June Ahn
An adaptive concurrent design optimization method under thermal-mechanical buckling constraints
Minh-Ngoc Nguyen, Van-Nam Hoang, Giseok Yun, and Do-Nyun Kim
Temperature-constrained topology optimization design of geometrically nonlinear self-weight structures
Minh-Ngoc Nguyen, Giseok Yun, and Do-Nyun Kim
Curvelinear inverse lithography via B-spline level-set representation
Se-Hyeon Kang, Seung-Woo Lee, Yaejin Lee, and Do-Nyun Kim
Explainable quantum neural networks for multi-material topology optimization
Dahyun Joo, Naruethep Sukulthanasorn, Kenjiro Terada, and Do-Nyun Kim
Mechanochemical DNA origami transducer for rapid and rewritable molecular information processing
*Myoungseok Kim, *Dongsik Seo, Grigory Tikhomirov, and Do-Nyun Kim
in revision, (2026)
Snail tentacle-inspired reconfigurable suction cup with structurally embedded multi-stability
PADE: Process-adaptive denormalization for focus–dose conditioned SEM image generation
Hongchang Lee, Seung-Woo Lee, and Do-Nyun Kim
Rapid, scalable, and generalizable computational lithography with neural operators
Seung-Woo Lee, Jinho Lee, Jaehoon Kim, Yunhyoung Nam, Hongchang Lee, Yaejin Lee, and Do-Nyun Kim
Coupled thermo-mechanical design optimization of multi-materials under material-specific stress constraints
Minh-Ngoc Nguyen and Do-Nyun Kim
BASE: Background-anchored single-stage diffusion editor for micro-defect synthesis
Jeongmin Lee, Yunhyoung Nam, Jaehoon Kim, and Do-Nyun Kim
Experimental validation of calibration constants determined by a deep operator network for IHD in laminated composite materials
Teubes Christiaan Smit, Seung-Woo Lee, Do-Nyun Kim, and Robert Grant Reid
Experimental Mechanics, in press, (2026)
Density-based topology optimization on a deformable unstructured mesh with enriched finite elements
Kyusoon Jung, Giseok Yun, and Do-Nyun Kim
Computers & Structures, 331: 108403, (2026)
High-fidelity synthesis of slender defects via single-image-based latent blending for data-driven defect inspection
*Jeongmin Lee, *Yunhyoung Nam, Young-joo Kim, Jihye Lee, and Do-Nyun Kim
IEEE Transactions on Semiconductor Manufacturing, in press, (2026)
