Members
AI-driven Simulation and Design Lab
LG Electronics
Topology optimization-based light weight design of plastic parts
Samsung Electronics
Stress and lifetime analysis of dovetail attachment with varied geometric parameters
Samsung SDI
ALOHA: anomaly-generating latent operator with hierarchical attention for fine-grained defect synthesis
LG Innotek
Programmable logic gate implementation using dynamic folding in DNA origami for structural computing
Physics-informed graph neural networks for mechanical modeling of lattice structures in low-data regimes
Hanwha Aerospace
Improving electrostatic modeling for precise DNA structure shape prediction
Study on inverse design of mechanical structure using physics-guided neural networks and generative models
Makinarocks
Self-supervised denoising of SEM images for enhanced metrology and inspection
Identifying defects on unclean wafer surface through anomaly detection
Effective data selection for robust training of generative adversarial network
UC Berkeley for Ph.D.
Development of programmable nanoscale origami through self-assembled DNA wireframe structures
UIUC for Ph.D.
An accelerated framework for Brownian dynamics simulation of proteins
Kakao
GAN based multimodal image registration for semiconductor manufacturing
AISDL for Ph.D
Controlling mechanical properties of tubular structures using auxetic slit pattern
Force identification for nonlinear problems using the dynamic response sensitivity
NEXTMI
A numerical study on the effect of ski vibration on friction
Dynamic analysis of biomolecular structures using the finite element method
