Publications
AI-driven Simulation and Design Lab
Name*: Contributed equally
Name: Corresponding author
Density-based topology optimization on a deformable unstructured mesh with enriched finite elements
Kyusoon Jung, Giseok Yun, and Do-Nyun Kim
submitted, (2026)
Snail tentacle-inspired reconfigurable suction cup with structurally embedded multi-stability
Harnessing circular hole arrays to reduce the thermal deformation of sandwich composite panels
Hui Sik Kim, Sang Hoon Yoon, Jun Sub Bae, 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
ALOHA: Anomaly-generating latent operator with hierarchical attention for fine-grained defect synthesis
Jeongmin Lee, Yunhyoung Nam, Jaehoon Kim, and Do-Nyun Kim
Uncovering design and assembly rules for mRNA– DNA origami
*Jack Y. Wang, *Jared Huzar, *Myoungseok Kim, Taeyoung Ryu, Nahtalee R. Lomeli, Derfogail Delcassian, Do-Nyun Kim, and Grigory Tikhomirov
in revision, (2026)
Classifying multi-state DNA origami: an automated approach with minimal labeling and confidence-based filtering
Hongchang Lee, Seo Hyun Kwon, and Do-Nyun Kim
Selecting laminate configurations for training a DeepONet to predict IHD calibration constants in FRP laminates
Seung-Woo Lee, Teubes Christiaan Smit, Do-Nyun Kim, and Robert Grant Reid
Mechanochemical computing on DNA origami with multi-state folding
*Myoungseok Kim, *Dongsik Seo, Grigory Tikhomirov, and Do-Nyun Kim
De novo design of DNA origami with a generative diffusion model
*Chien Truong-Quoc, *Kyounghwa Jeon, Jinho Kim, Seo Hyun Kwon, Dongsik Seo, Chanseok Lee, and Do-Nyun Kim
