Jihoon Chung

Jihoon Chung

Ph.D. Department of Industrial and Systems Engineering, Virginia Tech

Invited Talks

  • “Process Monitoring and Control of Advanced Manufacturing based on Physics-Assisted Machine Learning,” Hanyang University,Seoul, Korea, Aug. 31, 2023.
  • “Process Monitoring and Control of Advanced Manufacturing based on Physics-Assisted Machine Learning,” Ulsan National Institute of Science & Technology, Ulsan, Korea, Aug. 22, 2023.
  • “Imbalanced Data Analysis from Advanced Manufacturing Process using Data Augmentation based on Generative Adversarial Network,” IInforms Annual Meeting, Phoenix, Arizona, Oct. 15-18, 2023.
  • “Automatic Thresholding by Reconstruction Error in Unsupervised Anomaly Detection,” IISE Annual Conference,New Orleans, Louisiana, May 20-23, 2023.
  • “Grouping and Spatially Correlated Sparse Bayesian Learning with Application to Multi-Stage Assembly Systems,” Informs Annual Meeting, Indianapolis, Indiana, Oct. 16-19, 2022.
  • “Imbalanced Data Classification via Generative Adversarial Network with Application to Anomaly Detection in Additive Manufacturing Process,” Informs Annual Meeting, Indianapolis, Indiana, Oct. 16-19, 2022.
  • “Grouping and Spatially Correlated Sparse Bayesian Learning with Application to Multi-Stage Assembly Systems,” IISE Annual Conference, Seattle, Washington, May 21-24, 2022.
  • “Anomaly Detection based on Generative Adversarial Network with Application to Additive Manufacturing Process,” Informs Annual Meeting, Virtual Meeting, Oct. 24-27, 2021.
  • “Sparse Bayesian Learning with Temporally Correlated Source Vectors with Application to Fault Diagnosis in Multistation Assembly Systems,” Informs Annual Meeting, Virtual Meeting, Oct. 24-27, 2021.
  • “Additive Manufacturing Process Monitoring and Control Using Enhanced Reinforcement Learning,” IISE Annual Conference, Virtual Meeting, Nov. 1-3, 2020.
  • “Online Optimal Parameter Settings for Additive Manufacturing Processes by Reinforcement Learning with Knowledge Transfer,” Informs Annual Meeting, Seattle, Washington, Oct. 20-23, 2019.
  • “Reinforcement Learning based Online Quality Assurance for Additive Manufacturing Process,” IISE Annual Conference, Orlando, Florida, May 18-21, 2019.