| Education |
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| Research Interests |
| Continuous and Numerical Optimization |
| Trust Region Methods |
| Calibration of Computationally Expensive Mathematical Models |
| Non-Negative Matrix Factorization |
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| Teaching |
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| Papers |
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Recent Talks |
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“Trust Region Models for Derivative Free Optimization in Environmental Engineering.” INFORMS 2005: San Francisco, CA (November 16, 2005). |
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“Optimization of Computationally Expensive Functions Using Function Approximation Methods with Applications in Environmental Engineering.” Argonne National Laboratory Seminar: Argonne, IL (October 10, 2005). |
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"Motivating Non-Negative Matrix Factorizations." SIAM Conference on Applied Linear Algebra: Williamsburg, VA (July 19, 2003).
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| Graduate Coursework |
| Cornell University, School of Operations Research and Industrial Engineering |
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CEE 631 |
- Computational Simulation of Flow and Transport in the Environment |
- Philip Liu |
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CEE 655 |
- Transport, Mixing, and Transformation in the Environment |
- Philip Liu |
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COMS 621 |
- Matrix Computations |
- Charles Van Loan |
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COMS 622 |
- Numerical Optimization & Nonlinear Algebraic Equations |
- Tom Coleman |
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COMS 681 |
- Analysis of Algorithms |
- Dexter Kozen |
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COMS 685 |
- The Structure of Information Networks |
- Jon Kleinberg |
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OR&IE 626 |
- Adv. Prod. & Inventory Planning (Stochastic Dynamic Prog.) |
- Huseyin Topaloglu |
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OR&IE 630 |
- Mathematical Programming I |
- Robert Bland |
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OR&IE 631 |
- Mathematical Programming II |
- Leslie Trotter |
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OR&IE 632 |
- Nonlinear Programming |
- Adrian Lewis |
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OR&IE 633 |
- Graph Theory and Network Flows |
- David Williamson |
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OR&IE 650 |
- Applied Stochastic Processes |
- Narahari Prabhu |
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OR&IE 670 |
- Statistical Principles |
- Bruce Turnbull |
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OR&IE 674 |
- Statistical Learning Theory for Data Mining |
- David Ruppert |
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OR&IE 677 |
- Sequential Methods in Statistics |
- Bruce Turnbull |
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OR&IE 678 |
- Bayesian Statistics and Data Analysis |
- David Ruppert |
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OR&IE 680 |
- Simulation |
- Shane Henderson |
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| University of Colorado, Department
of Applied Mathematics |
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APPM 5120 |
- Introduction to Operations Research |
- Brian Bloechle |
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APPM 5470 |
- Partial Differential and Integral Equations |
- Jerrold Bebernes |
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APPM 5520 |
- Introduction to Mathematical Statistics |
- John Williamson |
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APPM 5580 |
- Statistical Methods for Data Analysis |
- Jeff Luftig |
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APPM 5600 |
- Numerical Analysis I |
- Tom Manteuffel |
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APPM 5610 |
- Numerical Analysis II |
- Bengt Fornberg |
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APPM 7400 |
- Stochastic Simulation |
- Jem Corcoran |
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