Research Output per year
Research Output per year
- 26 results
Search results
-
2021
Bias-corrected Estimation of the Density of a Conditional Expectation in Nested Simulation Problems
Yang, R., Kent, D., Apley, D. W., Staum, J. & Ruppert, D., Oct 2021, In: ACM Transactions on Modeling and Computer Simulation. 31, 4, 22.Research output: Contribution to journal › Article › peer-review
Open Access -
Use of a Novel Patient-Flow Model to Optimize Hospital Bed Capacity for Medical Patients
Hu, Y., Dong, J., Perry, O., Cyrus, R. M., Gravenor, S. & Schmidt, M. J., Jun 2021, In: Joint Commission Journal on Quality and Patient Safety. 47, 6, p. 354-363 10 p.Research output: Contribution to journal › Article › peer-review
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2020
Density Deconvolution With Additive Measurement Errors Using Quadratic Programming
Yang, R., Apley, D. W., Staum, J. & Ruppert, D., Jul 2 2020, In: Journal of Computational and Graphical Statistics. 29, 3, p. 580-591 12 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Process-level modelling and optimization to evaluate metal-organic frameworks for post-combustion capture of CO2
Yancy-Caballero, D., Leperi, K. T., Bucior, B. J., Richardson, R. K., Islamoglu, T., Farha, O. K., You, F. & Snurr, R. Q., Aug 2020, In: Molecular Systems Design and Engineering. 5, 7, p. 1205-1218 14 p.Research output: Contribution to journal › Article › peer-review
29 Scopus citations -
2019
110th Anniversary: Surrogate Models Based on Artificial Neural Networks to Simulate and Optimize Pressure Swing Adsorption Cycles for CO2 Capture
Leperi, K. T., Yancy-Caballero, D., Snurr, R. Q. & You, F., Oct 2 2019, In: Industrial and Engineering Chemistry Research. 58, 39, p. 18241-18252 12 p.Research output: Contribution to journal › Article › peer-review
53 Scopus citations -
Development of a General Evaluation Metric for Rapid Screening of Adsorbent Materials for Postcombustion CO2 Capture
Leperi, K. T., Chung, Y. G., You, F. & Snurr, R. Q., Jul 1 2019, In: ACS Sustainable Chemistry and Engineering. 7, 13, p. 11529-11539 11 p.Research output: Contribution to journal › Article › peer-review
65 Scopus citations -
Gaussian markov random fields for discrete optimization via simulation: Framework and algorithms
Salemi, P. L., Song, E., Nelson, B. L. & Staum, J., Jan 2019, In: Operations Research. 67, 1, p. 250-266 17 p.Research output: Contribution to journal › Article › peer-review
19 Scopus citations -
Generalized integrated Brownian fields for simulation metamodeling
Salemi, P., Staum, J. & Nelson, B. L., 2019, In: Operations Research. 67, 3, p. 874-891 18 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
Uniform convergence of sample average approximation with adaptive multiple importance sampling
Ben Feng, M., Maggiar, A., Staum, J. C. & Wächter, A., Jan 31 2019, WSC 2018 - 2018 Winter Simulation Conference: Simulation for a Noble Cause. Institute of Electrical and Electronics Engineers Inc., p. 1646-1657 12 p. 8632370. (Proceedings - Winter Simulation Conference; vol. 2018-December).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations -
2018
A derivative-free trust-region algorithm for the optimization of functions smoothed via Gaussian convolution using adaptive multiple importance sampling∗
Maggiar, A., Wächter, A., Dolinskaya, I. S. & Staum, J. C., 2018, In: SIAM Journal on Optimization. 28, 2, p. 1478-1507 30 p.Research output: Contribution to journal › Article › peer-review
18 Scopus citations -
2017
Computational Screening of Nanoporous Materials for Hexane and Heptane Isomer Separation
Chung, Y. G., Bai, P., Haranczyk, M., Leperi, K. T., Li, P., Zhang, H., Wang, T. C., Duerinck, T., You, F., Hupp, J. T., Farha, O. K., Siepmann, J. I. & Snurr, R. Q., Aug 8 2017, In: Chemistry of Materials. 29, 15, p. 6315-6328 14 p.Research output: Contribution to journal › Article › peer-review
Open Access56 Scopus citations -
Multilevel Monte Carlo metamodeling
Rosenbaum, I. & Staum, J., Jul 1 2017, In: Operations Research. 65, 4, p. 1062-1077 16 p.Research output: Contribution to journal › Article › peer-review
6 Scopus citations -
2016
Estimating the density of a conditional expectation
Steckley, S. G., Henderson, S. G., Ruppert, D., Yang, R., Apley, D. W. & Staum, J., 2016, In: Electronic Journal of Statistics. 10, 1, p. 736-760 25 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
In silico discovery of metal-organic frameworks for precombustion CO2 capture using a genetic algorithm
Chung, Y. G., Gómez-Gualdrón, D. A., Li, P., Leperi, K. T., Deria, P., Zhang, H., Vermeulen, N. A., Stoddart, J. F., You, F., Hupp, J. T., Farha, O. K. & Snurr, R. Q., Oct 2016, In: Science Advances. 2, 10, e1600909.Research output: Contribution to journal › Article › peer-review
Open Access205 Scopus citations -
Moving least squares regression for high-dimensional stochastic simulation metamodeling
Salemi, P., Nelson, B. L. & Staum, J., Jan 2016, In: ACM Transactions on Modeling and Computer Simulation. 26, 3, 16.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
On correlations in IMRT planning aims
Roy, A., Das, I. J. & Nohadani, O., 2016, In: Journal of Applied Clinical Medical Physics. 17, 6, p. 44-59 16 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Shapley effects for global sensitivity analysis: Theory and computation
Song, E., Nelson, B. L. & Staum, J., 2016, In: SIAM-ASA Journal on Uncertainty Quantification. 4, 1, p. 1060-1083 24 p.Research output: Contribution to journal › Article › peer-review
79 Scopus citations -
Systemic risk components in a network model of contagion
Staum, J., Feng, M. & Liu, M., Jun 2 2016, In: IIE Transactions (Institute of Industrial Engineers). 48, 6, p. 501-510 10 p.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
The water-energy-food nexus and process systems engineering: A new focus
Garcia, D. J. & You, F., Sep 29 2016, In: Computers and Chemical Engineering. 91, p. 49-67 19 p.Research output: Contribution to journal › Article › peer-review
Open Access205 Scopus citations -
2015
From Private to Blue Leader: My Memories of Al Rubenstein's Early Years-An Invited Tribute
Thompson, C. W. N., Nov 2015, In: IEEE Transactions on Engineering Management. 62, 4, p. 643-646 4 p., 7298075.Research output: Contribution to journal › Article › peer-review
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Nonnegative risk components
Staum, J., Dec 2015, In: Journal of Risk. 18, 2, p. 1-29 29 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Perfect sampling for infinite server and loss systems
Blanchet, J. & Dong, J., Sep 2015, In: Advances in Applied Probability. 47, 3, p. 761-786 26 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations -
2013
Generalized integrated brownian fields for simulation metamodeling
Salemi, P., Staum, J. & Nelson, B. L., 2013, Proceedings of the 2013 Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013. p. 543-554 12 p. 6721449. (Proceedings of the 2013 Winter Simulation Conference - Simulation: Making Decisions in a Complex World, WSC 2013).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
11 Scopus citations -
2012
Large-scale student projects: Five lifeboat commandments
Thompson, C. W. N., Dec 1 2012, Annual International Conference of the American Society for Engineering Management 2012, ASEM 2012 - Agile Management: Embracing Change and Uncertainty in Engineering Management. p. 220-223 4 p. (Annual International Conference of the American Society for Engineering Management 2012, ASEM 2012 - Agile Management: Embracing Change and Uncertainty in Engineering Management).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Moving Least Squares regression for high dimensional simulation metamodeling
Salemi, P., Nelson, B. L. & Staum, J., 2012, Proceedings of the 2012 Winter Simulation Conference, WSC 2012. 6465122. (Proceedings - Winter Simulation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations -
1974
The Administrative Experiment: A Special Case of Field Testing or Evaluation
Thompson, C. W. N. & Rath, G. J., Jun 1974, In: Human Factors: The Journal of Human Factors and Ergonomics Society. 16, 3, p. 238-252 15 p.Research output: Contribution to journal › Article › peer-review
4 Scopus citations