IC

Ivan Castillo

Dow Chemical Co Freeport, University of Texas at Austin

ORCID iD 0000-0002-7802-5596

Employment

  • Dow Chemical Co Freeport
    2011 - Present

Education

  • University of Texas at Austin PhD
    2007 - 2011

Projects & Funding

Projects & funding information is unavailable.

Publications (52)

  • Efficient human-in-the-loop MPC tuning with multi-task preferential Bayesian optimization
    Control Engineering Practice 2026
    +Save
  • The incorporation of qualitative knowledge in hybrid modeling
    Computers & Chemical Engineering 2026 DOI: 10.1016/j.compchemeng.2025.109484
    +Save
  • Accelerated controller tuning using human feedback and Multi-Task Preferential Bayesian Optimization
    2025 American Control Conference (ACC) 2025
    +Save
  • Data Fusion: Integrating Heterogeneous Information Sources in the Chemical Processing Industry
    Journal of Chemometrics 2025
    +Save
  • Modular Surrogate Models for Simulating the Amine Scrubbing Process
    IFAC-PapersOnLine 2025
    +Save
  • Hybrid modeling for improved extrapolation and transfer learning in the chemical processing industry
    Chemical Engineering Science 2024
    +Save
  • Human-in-the-loop controller tuning using Preferential Bayesian Optimization
    IFAC-PapersOnLine 2024
    +Save
  • Detection of Valve Stiction in Industrial Control Loops through Continuous Wavelet Transformation with a CNN
    2024 American Control Conference (ACC) 2024
    +Save
  • A new modeling framework for real-time extreme electricity price forecasting
    IFAC-PapersOnLine 2024
    +Save
  • A complete pipeline for the fusion of multiple heterogeneous redundant sources
    Computer Aided Chemical Engineering 2024
    +Save