Choi, Yongjin

1. Semi-supervised Learning with Deep Generative Models for Asset Failure Prediction
   2017/09/04 by A. S. Yoon, Taehoon Lee, Yoon, Andre S. +13 · 3 citations
   Engineering · #FOS: Computer and information sciences #H.2.8 #I.2.6 #Infrastructure Maintenance and Monitoring #Machine Fault Diagnosis Techniques #Machine Learning (cs.LG) #Non-Destructive Testing Techniques
2. Graph Neural Network-based surrogate model for granular flows
   2023/05/09 by Yongjin Choi, Choi, Yongjin, Krishna Kumar +1 · 4 citations
   Engineering · Environmental Science · #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Granular flow and fluidized beds #I.6.8 #Landslides and related hazards #Machine Learning (cs.LG)
3. Inverse analysis of granular flows using differentiable graph neural network simulator
   2024/01/17 by Yongjin Choi, Krishna Kumar, Choi, Yongjin +1 · 1 citation
   Computer Science · Engineering · Environmental Science · #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Geotechnical Engineering and Analysis #Human Pose and Action Recognition #I.6.8 #Landslides and related hazards #Machine Learning (cs.LG)
4. Differentiable graph neural network simulator for forward and inverse modeling of multi-layered slope system with multiple material properties
   2025/04/22 by Choi, Yongjin, Macedo, Jorge, Liu, Chenying · 2 citations
   #FOS: Physical sciences #Geophysics (physics.geo-ph)