Matthew J. Realff

29 papers A* 1Journal 25Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Comparing separation alternatives for recovering 2,3 butanediol in a biorefinery: Multi-objective optimization of economic and environmental performance.
Comput. Chem. Eng.
Marco Avendano, Jianpei Lao, Qiang Fu, Sankar Nair, Matthew J. Realff
2022 J jnl
Computers and chemical engineering virtual special issue in honor of Professor George Stephanopoulos.
Comput. Chem. Eng.
Bhavik R. Bakshi, Matthew J. Realff, Yaman Arkun, Manfred Morari
2020 J jnl
Bayesian design of experiments for adsorption isotherm modeling.
Comput. Chem. Eng.
Jayashree Kalyanaraman, Yoshiaki Kawajiri, Matthew J. Realff
2020 J jnl
Managing uncertainty in data-driven simulation-based optimization.
Comput. Chem. Eng.
Gordon Hüllen, Jianyuan Zhai, Sun Hye Kim, Anshuman Sinha, Matthew J. Realff, Fani Boukouvala
2018 J jnl
Machine learning: Overview of the recent progresses and implications for the process systems engineering field.
Comput. Chem. Eng.
Jay H. Lee, Joohyun Shin, Matthew J. Realff
2016 — conf
Stochastic optimization with value function approximation for micro-grid operation.
CDC
Joohyun Shin, Jay H. Lee, Matthew J. Realff
2015 J jnl
Bayesian estimation of parametric uncertainties, quantification and reduction using optimal design of experiments for CO
Comput. Chem. Eng.
Jayashree Kalyanaraman, Yanfang Fan, Ying Labreche, Ryan P. Lively, Yoshiaki Kawajiri, Matthew J. Realff
2015 J jnl
Two stage stochastic bilevel programming model of a pre-established timberlands supply chain with biorefinery investment interests.
Comput. Chem. Eng.
Kevin Yeh, Craig Whittaker, Matthew J. Realff, Jay H. Lee
2014 J jnl
Analysis and comparison of single period single level and bilevel programming representations of a pre-existing timberlands supply chain with a new biorefinery facility.
Comput. Chem. Eng.
Kevin Yeh, Matthew J. Realff, Jay H. Lee, Craig Whittaker
2014 J jnl
Bioreactor-based fuel systems. I: Optimal production capacity considering start-up dynamics.
Comput. Chem. Eng.
Dexin Luo, Matthew J. Realff, Valerie M. Thomas
2013 J jnl
MILP based value backups in partially observed Markov decision processes (POMDPs) with very large or continuous action and observation spaces.
Comput. Chem. Eng.
Rakshita Agrawal, Matthew J. Realff, Jay H. Lee
2011 J jnl
Integration of channel decisions in a decentralized reverse production system with retailer collection under deterministic non-stationary demands.
Adv. Eng. Informatics
Chanjoo Lee, Matthew J. Realff, Jane C. Ammons
2011 J jnl
Optimal design and global sensitivity analysis of biomass supply chain networks for biofuels under uncertainty.
Comput. Chem. Eng.
Jinkyung Kim, Matthew J. Realff, Jay H. Lee
2010 J jnl
Point-based standard optimization with life cycle assessment for product design.
Comput. Chem. Eng.
Di Lu, Matthew J. Realff
2009 J jnl
Controlled exploration of state space in off-line ADP and its application to stochastic shortest path problems.
Comput. Chem. Eng.
Nikolaos E. Pratikakis, Matthew J. Realff, Jay H. Lee
2008 J jnl
Scenario relaxation algorithm for finite scenario-based min-max regret and min-max relative regret robust optimization.
Comput. Oper. Res.
Tiravat Assavapokee, Matthew J. Realff, Jane C. Ammons, I-Hsuan Hong
2007 J jnl
Assessing performance and uncertainty in developing carpet reverse logistics systems.
Comput. Oper. Res.
Markus Biehl, Edmund L. Prater, Matthew J. Realff
2006 J jnl
Identifying the interacting positions of a protein using Boolean learning and support vector machines.
Comput. Biol. Chem.
Anshul Dubey, Matthew J. Realff, Jay H. Lee, Andreas S. Bommarius
2004 J jnl
An algorithmic framework for improving heuristic solutions: Part I. A deterministic discount coupon traveling salesman problem.
Comput. Chem. Eng.
Jaein Choi, Matthew J. Realff, Jay H. Lee
2004 J jnl
An algorithmic framework for improving heuristic solutions: Part II. A new version of the stochastic traveling salesman problem.
Comput. Chem. Eng.
Jaein Choi, Jay H. Lee, Matthew J. Realff
2004 J jnl
Dynamic programming in a heuristically confined state space: a stochastic resource-constrained project scheduling application.
Comput. Chem. Eng.
Jaein Choi, Matthew J. Realff, Jay H. Lee
2004 J jnl
Sample average approximation methods for stochastic MINLPs.
Comput. Chem. Eng.
Jing Wei, Matthew J. Realff
2001 J jnl
Connections as a Focus for Model-Building Learning in Engineering.
Interact. Learn. Environ.
Noel Rappin, Mark Guzdial, Matthew J. Realff, Pete Ludovice
1999 J jnl
Combined analytical and empirical learning framework for branch and bound algorithms: the knapsack problem.
Artif. Intell. Eng.
Matthew J. Realff, Paul H. Kvam, W. E. Taylor
1999 J jnl
Propagation of Interval Values in Simple Processing Networks.
INFORMS J. Comput.
Brett W. Schug, Matthew J. Realff
1999 — conf
Using a CSCL-Driven shift in agency to undertake educational reform.
CSCL
Mark Guzdial, Matthew J. Realff, Pete Ludovice, Tom Morley, J. Clayton Kerce, Eric Lyons, Katherine E. Sukel
1998 J jnl
On the Application of Explanation-Based Learning to Acquire Control Knowledge for Branch and Bound Algorithms.
INFORMS J. Comput.
Matthew J. Realff, George Stephanopoulos
1997 A* conf
Balancing Usability and Learning in an Interface.
CHI
Noel Rappin, Mark Guzdial, Matthew J. Realff, Pete Ludovice
1995 — conf
Technology support for collaborative learning in a problem-based curriculum for sustainable technology.
CSCL
Cindy E. Hmelo, Jorge A. Vanegas, Matthew J. Realff, Bret Bras, Jim Mulholland, Terry Shikano, Mark Guzdial