Scholarly Publications

Academic Papers

• Active learning applied to automated physical systems increases the rate of discovery
• UQpy v4.1: Uncertainty Quantification with Python
• UQpy: A general purpose Python package and development environment for uncertainty quantification

Conference Presentations

• Engineering Mechanics Institute Conference 2022

  • Title: Active Learning for Global Sensitivity Analysis

• Americas Conference on Wind Engineering 2022

  • Title: Active Machine Learning in Large Scale Wind Tunnel Experiments
  • Title: Active Machine Learning driven Wind Tunnel Experiments​

• Engineering Mechanics Institute Conference 2021

  • Title: Surrogate Learning to Optimize Large-Scale Experiments for Uncertainty Quantification: Application to the Boundary Layer Wind Tunnel​