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Computer Science

D-Index
46
Citations
11707
World Ranking
6724
National Ranking
2967

Research.com Recognitions

  • 2005 - Fellow of the American Society of Mechanical Engineers

Overview

Janet K. Allen is affiliated with the University of Oklahoma in the United States. Their research spans multiple fields, primarily focusing on Engineering and Computer Science. Within these main fields, their work particularly emphasizes Industrial and Manufacturing Engineering, Management of Technology and Innovation, Computational Theory and Mathematics, Management Science and Operations Research, and Mechanical Engineering.

Their research interests cover several topics, including:

  • Manufacturing Process and Optimization
  • Product Development and Customization
  • Advanced Multi-Objective Optimization Algorithms
  • Optimal Experimental Design Methods
  • Design Education and Practice
  • Probabilistic and Robust Engineering Design
  • Flexible and Reconfigurable Manufacturing Systems

Janet K. Allen has contributed to numerous scholarly publications. Some recent papers include:

  • Managing computational complexity using surrogate models: a critical review, 2020, Research in Engineering Design
  • Design Engineering in the Age of Industry 4.0, 2021, Journal of Mechanical Design
  • A rule-based method for automated surrogate model selection, 2020, Advanced Engineering Informatics
  • A process knowledge representation approach for decision support in design of complex engineered systems, 2021, Advanced Engineering Informatics
  • An Inverse, Decision-Based Design Method for Robust Concept Exploration, 2020, Journal of Mechanical Design

Frequent co-authors in their research include:

  • Farrokh Mistree
  • Zhenjun Ming
  • Guoxin Wang
  • Anand Balu Nellippallil
  • Jelena Milisavljevic-Syed

The venues where Janet K. Allen frequently publishes are:

  • Journal of Mechanical Design
  • Advanced Engineering Informatics
  • Research in Engineering Design
  • Journal of Computing and Information Science in Engineering
  • Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI

Janet K. Allen was recognized as a Fellow of the American Society of Mechanical Engineers in 2005.

Best Publications

  • Metamodels for Computer-Based Engineering Design: Survey and Recommendations

    Timothy W. Simpson;J. D. Poplinski;P. N. Koch;J. K. Allen

  • A procedure for robust design: Minimizing variations caused by noise factors and control factors

    Wei Chen;J. K. Allen;Kwok Leung Tsui;F. Mistree

  • Managing computational complexity using surrogate models: a critical review

    Reza Alizadeh;Janet K. Allen;Farrokh Mistree

  • Building Surrogate Models Based on Detailed and Approximate Simulations

    Zhiguang Qian;Carolyn Conner Seepersad;V. Roshan Joseph;C. F. Jeff Wu

  • A Variation-Based Methodology for Product Family Design

    Raviraj U. Nayak;Wei Chen;Timothy W. Simpson

  • Statistical Approximations for Multidisciplinary Design Optimization: The Problem of Size

    Patrick N. Koch;Timothy W. Simpson;Janet K. Allen;Farrokh Mistree

  • On the Use of Statistics in Design and the Implications for Deterministic Computer Experiments

    Timothy W. Simpson;Jesse D. Peplinski;Patrick N. Koch;Janet K. Allen

  • A CONCEPT EXPLORATION METHOD FOR DETERMINING ROBUST TOP-LEVEL SPECIFICATIONS

    Wei Chen;Janet K. Allen;Dimitri N. Mavris;Farrokh Mistree

  • A review of robust design methods for multiple responses

    Terrence E. Murphy;Kwok-Leung Tsui;Janet K. Allen

  • Robust Design for Multiscale and Multidisciplinary Applications

    Janet K. Allen;Carolyn Conner Seepersad;Hae Jin Choi;Farrokh Mistree

  • VALIDATING DESIGN METHODS & RESEARCH: THE VALIDATION SQUARE

    Kjartan Pedersen;Jan Emblemsvåg;Reid Bailey;Janet K. Allen

  • Integrated Design of Multiscale, Multifunctional Materials and Products

    David L. McDowell;Jitesh H. Panchal;Hae Jin Choi;Carolyn Conner Seepersad

  • Conceptual design of a family of products through the use of the robust concept exploration method

    Timothy W. Simpson;Janet K. Allen;Wei Chen;Farrokh Mistree

  • Collaborative multidisciplinary decision making using game theory and design capability indices

    Angran Xiao;Angran Xiao;Sai Zeng;Sai Zeng;Janet K. Allen;David W. Rosen

  • Design of multifunctional honeycomb materials

    Carolyn Conner Seepersad;Benjamin M. Dempsey;Janet K. Allen;Farrokh Mistree

  • Platform Design for Customizable Products as a Problem of Access in a Geometric Space

    Gabriel Hernandez;Janet K. Allen;Farrokh Mistree

  • An Inductive Design Exploration Method for Robust Multiscale Materials Design

    Haejin Choi;David L. McDowell;Janet K. Allen;David Rosen

  • The Validation Square: How Does One Verify and Validate a Design Method?

    Carolyn C. Seepersad;Kjartan Pedersen;Jan Emblemsvåg;Reid Bailey

  • Robust Design of Cellular Materials With Topological and Dimensional Imperfections

    Carolyn Conner Seepersad;Janet K. Allen;David L. McDowell;Farrokh Mistree

  • Robust Design of Families of Products With Production Modeling and Evaluation

    Gabriel Hernandez;Janet K. Allen;G. W. Woodruff;Timothy W. Simpson

  • A Robust Concept Exploration Method for Enhancing Productivity in Concurrent Systems Design

    Wei Chen;Janet K. Allen;Farrokh Mistree

Frequent Co-Authors

David W. Rosen
David W. Rosen Singapore University of Technology and Design
David L. McDowell
David L. McDowell Georgia Institute of Technology
Carolyn Conner Seepersad
Carolyn Conner Seepersad The University of Texas at Austin
Wei Chen
Wei Chen Northwestern University
Timothy W. Simpson
Timothy W. Simpson Pennsylvania State University
Bert Bras
Bert Bras Georgia Institute of Technology
Kwok-Leung Tsui
Kwok-Leung Tsui Virginia Tech
Dimitri N. Mavris
Dimitri N. Mavris Georgia Institute of Technology
Vikram Krishnamurthy
Vikram Krishnamurthy Cornell University
Yong Chen
Yong Chen University of Southern California

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