Researchers
From DDL Wiki
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+ | !Krishnakumar, Varun | ||
+ | || [[Carnegie Mellon University]] | ||
+ | || Mechanical Engineering | ||
+ | || [[Design Decisions Laboratory]] | ||
+ | || Decomposition methods for optimization of hierarchical mixed-integer systems | ||
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Revision as of 16:32, 3 December 2007
This page lists researchers whose work is related to DDWiki topics. This is not a static list - users should feel welcome to add more information.
Contents |
University
Faculty
Faculty | Institution | Discipline | Group | Research Areas |
---|---|---|---|---|
Azarm, Shapour | University of Maryland | Mechanical Engineering | Design Decision Support Laboratory | Multi-criteria and multidisciplinary design optimization and decision making |
Bertsekas, Dimitri | Massachussets Institute of Technology | Electrical and Computer Engineering | Lab for Information and Decision Systems | linear and nonlinear programming , parallel and distributed computation, neural networks |
Bertsimas, Dimitris | Massachussets Institute of Technology | Sloan School of Management | Lab for Information and Decision Systems | Robust Optimization , Revenue Management , Stochastic Networks |
Boyd Stephen | Stanford University | Department of Electrical Engineering | Information Systems Laboratory | convex optimization
|
Cagan, Jonathan | Carnegie Mellon University | Mechanical Engineering | Integrated Design Innovation Group | Innovation, Shape grammars, 3D Packing |
Campbell, Matthew | University of Texas at Austin | Mechanical Engineering | Automated Design Laboratory | Computational Design |
Chen, Wei | Northwestern University | Mechanical Engineering | Integrated Design Automation Laboratory | Decision-based design, Robust design optimization, Metamodeling, Multidisciplinary design optimization |
Deb, Kalyanmoy | Indian Institiute of Technology | Mechanical Engineering | Kanpur Genetic Algorithms Laboratory | Multi-objective optimization, Genetic Algorithms
|
De Jong Kenneth | George Mason University | Computer Science Department | Evolutionary Computation Laboratory | Genetic algorithms, evolutionary computation, machine learning, artificial intelligence, and complex adaptive systems |
de Weck, Olivier | Massachusetts Institute of Technology | Aeronautics and Astronautics and Engineering Systems | MIT Strategic Engineering Research Group, MIT Space Logistics Center | Systems engineering for changeability and commonality, Space exploration logistics |
Eppinger, Steven | Massachusetts Institute of Technology | Sloan School of Management | Center for Innovation in Product Development | Management of complex systems - Design structure matrix |
Feinberg, Fred | University of Michigan | Ross School of Business | Bayesian Econometrics Group | Marketing models, Bayesian statistics, Discrete choice analysis, Conjoint analysis, Ordinal processes, Decision-making under uncertainty, Mathematical psychology |
Finger, Susan | Carnegie Mellon University | Civil and Environmental Engineering | Institute for Complex Engineered Systems | Representation languages for design, integration of design and manufacturing concerns, computer-supported cooperative learning. |
Floudas Christodoulos | Princeton University | Chemical Engineering | Computer Aided System Laboratory | Discrete-Continuous Nonlinear Optimization ,Deterministic Global Optimization ,Bioinformatics and Computational Genomics |
Goldberg, David | University of Illinois at Urbana-Champaign | Department of Computer Science | Illinois Genetic Algorithms Laboratory | Genetic Algorithms.
|
Grossmann, Ignacio | Carnegie Mellon University | Chemical Engineering | Center for Advanced Process Decision-making | MINLP, Global optimization, Water network, Process and energy systems optimization. |
Hendrickson, Chris | Carnegie Mellon University | Civil and Environmental Engineering | Green Design Institute | Engineering planning and management, including design for environment, project management, transportation systems, finance and computer applications |
Kim, Harrison | University of Illinois at Urbana-Champaign | Mechanical Engineering | Enterprise Systems Laboratory | ATC, enterprise wide design |
Lave, Lester | Carnegie Mellon University | Economics, Engineering and Public Policy | Green Design Institute | Public policy; environmental regulation; design for environment; pollution prevention |
Lewis, Kemper | University at Buffalo | Mechanical Engineering | Design of Open Engineering Systems | Collaborative design, Visual design steering, Multiobjective optimization, Flexible systems design, Hybrid optimization |
Matthews, H. Scott | Carnegie Mellon University | Engineering and Public Policy | Green Design Institute | Sustainable, life cycle management of infrastructure |
Messac, Achille | Rensselaer Polytechnic Institute | Mechanical, Aerospace and Nuclear Engineering | Multidisciplinary Design and Optimization Laboratory | Multidisciplinary design optimization |
Michalek, Jeremy J. | Carnegie Mellon University | Mechanical Engineering | Design Decisions Laboratory, Green Design Institute | Design, Optimization, Decomposition methods, Market forces in design, Preference and choice modeling, Environmental policy |
Mistree, Farrokh | Georgia Tech | Mechanical Engineering | Systems Realization Laboratory | CAE/CAD, Mechanics of materials, Collaborative design, Design for sustainable development |
Orsborn, Seth
[] | Missouri University of Science and Technology | Interdisciplinary Engineering | [] | Qualitative Design, Design Processes, New Product Development, Sustainable Design |
Papalambros, Panos | University of Michigan | Mechanical Engineering | Optimal Design Laboratory | Design optimization |
Rao, Singiresu | University of Miami | Mechanical Engineering | Engineering Optimization, Uncertainty Modeling in Analysis and Design, Fuzzy approaches, Design for Manufacturability,Structural Control.
| |
Sahinidis , Nikolaos | Carnegie Mellon University | Chemical Engineering | The Sahinidis Optimization Group | MINLP, Global optimization, Optimization in biology, chemistry, medicine, and engineering |
Scott, Michael | University of Illinois at Chicago | Mechanical and Industrial Engineering | Engineering Design and Decision Laboratory | Product families, design under uncertainty, multiattribute utility theory |
Simpson, Timothy | Penn State University | Mechanical & Nuclear Engineering, Industrial & Manufacturing Engineering | Engineering Design and Optimization Group | Product families |
Tawarmalani, Mohit | Purdue University | Krannert Graduate School of Management | Global optimization | |
Thurston, Deborah | University of Illinois at Urbana-Champaign | General Engineering; Civil, Mechanical and Industrial Engineering | Decision Systems Laboratory | Multiattribute utility theory, environmentally conscious design |
Yassine, Ali | University of Illinois at Urbana-Champaign | Product Development Research Laboratory | Complex eng. Sys., interdisciplinary, decomposition, design structure matrix | |
Ulrich, Karl | University of Pennsylvania | Wharton School | Product design and development |
Research Scientists
Scientist | Institution | Discipline | Group | Research Areas |
---|---|---|---|---|
Kokkolaras, Michael | University of Michigan | Mechanical Engineering | Optimal Design Laboratory | Multidisciplinary design optimization, design under uncertainty, design of product platforms and product families, surrogate modeling, financial engineering |
Postdoctoral Researchers
Graduate Students
Student | Institution | Discipline | Group | Research Areas |
---|---|---|---|---|
Feit, Eleanor McDonnell | University of Michigan | Marketing | NA | Estimation of choice models, Design of choice experiments, Bayesian estimation, Missing data statistical methods, Fixing things that go wrong when designers try to use choice modeling methods |
Hanna, Lindsay | Carnegie Mellon University | Mechanical Engineering | Integrated Design Innovation Group | |
Kerfoot, Katie | University of Michigan | Design Science; Mechanical Engineering | Optimal Design Laboratory | Environmental policy analysis; Sustainable design |
Aida Khajavirad | Carnegie Mellon University | Mechanical Engineering | Design Decisions Laboratory | |
Shiau, Ching-Shin (Norman) | Carnegie Mellon University | Mechanical Engineering | Design Decisions Laboratory | Engineering design with market demand; Product design under market competition; Optimal design of green vehicles; Environmental policy |
Tosserams, Simon | Eindhoven University of Technology, the Netherlands | Mechanical Engineering | Systems Engineering Group | Decomposition methods |
Tseng, Ian | Carnegie Mellon University | Mechanical Engineering | Integrated Design Innovation Group | |
Krishnakumar, Varun | Carnegie Mellon University | Mechanical Engineering | Design Decisions Laboratory | Decomposition methods for optimization of hierarchical mixed-integer systems |
Industry
Researcher | Institution | Discipline | Group | Research Areas |
---|---|---|---|---|
Donndelinger, Joe | General Motors Corp. | Research and development | Vehicle Development Research Laboratory |
Government
Researcher | Institution | Discipline | Group | Research Areas |
---|---|---|---|---|
Leyffer, Sven | Argonne National Laboratory | Computational mathematics | Mathematics and Computer Science Division | Numerical optimization, global optimization, NLP, MINLP |