Theses most similar to those of author Huan, Xun
Accelerated Bayesian experimental design for chemical kinetic models (2010) read it
- Advisor: Schmidt, Brian W. (Brian William)
- Department of Aeronautics and Astronautics
Development and application of a framework for technology and model selection under uncertainty
Berkelmans, Ingrid (Ingrid M.) (2010)
- Advisor: Gregory J. McRae
- Department of Chemical Engineering
Practical reinforcement learning using representation learning and safe exploration for large scale Markov decision processes
Geramifard, Alborz, 1980- (2012)
- Advisors: Gaiano, Nicholas R. (Nicholas Roger); Jonathan P. How
- Department of Aeronautics and Astronautics
- Advisor: Marzouk, Youssef M. (Youssef Mohamed)
- Computation for Design and Optimization Program
- Advisor: Marzouk, Youssef M. (Youssef Mohamed)
- Department of Mechanical Engineering
Uncertainty quantification and calibration in nuclear safety codes using Gaussian process active learning
Fugleberg, Eric N. (Eric Nels) (2016)
- Advisors: Michael Golay; Robert Youngblood
- Department of Nuclear Science and Engineering
Numerical approaches for sequential Bayesian optimal experimental design (2015) read it
Surrogate-based optimization using multifidelity models with variable parameterization
Robinson, Theresa Dawn, 1978- (2007)
- Advisors: Karen Willcox; Robert Haimes
- Department of Aeronautics and Astronautics
Hessian-based model reduction with applications to initial-condition inverse problems
Bashir, Omar Shahid (2007)
- Advisor: Karen E. Willcox
- Department of Aeronautics and Astronautics
Kernel-based approximate dynamic programming using Bellman residual elimination
Bethke, Brett (Brett M.) (2010)
- Advisor: Jonathan P. How
- Department of Aeronautics and Astronautics
- Advisor: Karen Willcox
- Department of Aeronautics and Astronautics
Reachability analysis and deterministic global optimization of differential-algebraic systems
Scott, Joseph Kirk (2012)
- Advisor: Paul I. Barton
- Department of Chemical Engineering
- Advisor: Karen E. Willcox
- Department of Aeronautics and Astronautics
The Markov chain Monte Carlo approach to importance sampling in stochastic programming
Ustun, Berk (Tevfik Berk) (2012)
- Advisor: Mort Webster
- Computation for Design and Optimization Program
- Advisor: Paul I. Barton
- Department of Chemical Engineering
- Advisor: Pierre F. J. Lermusiaux
- Department of Mechanical Engineering
- Advisors: Leslie P. Kaelbling; Lozano-Pérez, Tomás
- Department of Electrical Engineering and Computer Science