Uncertainty Quantification

Surrogate Modeling

Model Calibration


Uncertainty Propagation

Multi-Fidelity Simulations

  • Qian, Z., Seepersad, C. C., V. Roshan Joseph, Allen, J. K., and Wu, C. F. J. (2006) “Building Surrogate Models Based on Detailed and Approximate Simulations”. ASME Journal of Mechanical Design 128, 668-677.
  • Ba, S., Jain, N., V. Roshan Joseph, and Singh, R. K. (2013) “Integrating Analytical Models with Finite Element Models: An Application in Micromachining”. Journal of Quality Technology, 45, 200-212.