邱冠瑄 Chiu, Kuan-Hsuan 

  • 學歷：中原大學化工碩士
                 中原大學化工學士

     

  • 碩士論文題目：Enhanced Reinforcement Learning Approach for Developing Conditional Variational Autoencoders and Particle Filters to Improve Automatic Gross Error Detection and Correction

  • 碩士班 113級畢

發表論文：

  • K.-H. Chiu and J. Chen, Enhancing Data Quality in Nonlinear Dynamic Processes: Reinforcement Learning for Gross Error Detection and Reconciliation, Measurement, 2026. (Accepted)
  • K.-H. Chiu, J. Chen and Z. Zhang, Online Nonlinear Data Reconciliation to Enhance Nonlinear Dynamic Process Monitoring Using Conditional Dynamic Variational Autoencoder Networks with Particle Filters, Chemometer Intell. Lab., 253, 105198, 2024.
  • K.-H. Chiu, and J. Chen, Dynamic Data Reconciliation Using Conditional Dynamic Variational Autoencoders with Particle Filters to Enhance Process Monitoring Performance, 10th The International Symposium on Design, Operation & Control of Chemical Processes (PSE Asia 2022), Dec. 10-14, 2022, Indian Institute of Technology Madras Campus, Indian.