H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Engineering and Technology H-index 72 Citations 25,716 358 World Ranking 247 National Ranking 120

Research.com Recognitions

Awards & Achievements

2009 - Fellow of the American Society of Mechanical Engineers

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Statistics
  • Mechanical engineering

His primary scientific interests are in New product development, Product, Engineering design process, Product design and Product engineering. His study in New product development is interdisciplinary in nature, drawing from both Knowledge management and Personalization. His Engineering design process research incorporates elements of Taguchi methods, Scalability, Kriging and Metamodeling.

His research in Metamodeling focuses on subjects like Artificial intelligence, which are connected to Computer Aided Design. His Product design research is multidisciplinary, incorporating elements of Industrial engineering and Systems engineering. The study incorporates disciplines such as Product design specification and Manufacturing engineering in addition to Product engineering.

His most cited work include:

  • Metamodels for Computer-based Engineering Design: Survey and recommendations (1405 citations)
  • Comparative studies of metamodelling techniques under multiple modelling criteria (1233 citations)
  • Kriging Models for Global Approximation in Simulation-Based Multidisciplinary Design Optimization (802 citations)

What are the main themes of his work throughout his whole career to date?

Timothy W. Simpson mainly focuses on Product, Engineering design process, Systems engineering, New product development and Manufacturing engineering. His study focuses on the intersection of Product and fields such as Industrial engineering with connections in the field of Optimization problem and Process. His work in Engineering design process tackles topics such as Mathematical optimization which are related to areas like Metamodeling.

His Systems engineering research includes elements of Engineering management and Modular design. His work on Product engineering expands to the thematically related New product development. His Product engineering research incorporates themes from Service product management, Product lifecycle and Product design specification.

He most often published in these fields:

  • Product (23.58%)
  • Engineering design process (19.37%)
  • Systems engineering (16.84%)

What were the highlights of his more recent work (between 2016-2021)?

  • Manufacturing engineering (14.53%)
  • Design for additive manufacturing (3.79%)
  • Engineering design process (19.37%)

In recent papers he was focusing on the following fields of study:

His main research concerns Manufacturing engineering, Design for additive manufacturing, Engineering design process, Creativity and Composite material. The various areas that Timothy W. Simpson examines in his Manufacturing engineering study include Cost estimate, Order, Computer Aided Design and Design for manufacturability. His Engineering design process study combines topics in areas such as New product development, Set, Mathematical optimization, Design process and Iterative design.

Timothy W. Simpson brings together Mathematical optimization and Multidisciplinary design optimization to produce work in his papers. His Creativity investigation overlaps with Design education, Mathematics education, Task, Complex problems and Human–computer interaction. His study in the fields of Deposition, Extrusion, 3D printing and Deformation under the domain of Composite material overlaps with other disciplines such as Component.

Between 2016 and 2021, his most popular works were:

  • Preparing industry for additive manufacturing and its applications: Summary & recommendations from a National Science Foundation workshop (51 citations)
  • Prototype for X (PFX): A holistic framework for structuring prototyping methods to support engineering design (41 citations)
  • Comparisons of laser powder bed fusion additive manufacturing builds through experimental in situ distortion and temperature measurements (28 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Mechanical engineering
  • Statistics

Engineering design process, Composite material, Manufacturing engineering, Mechanical engineering and Artificial intelligence are his primary areas of study. His Engineering design process research is multidisciplinary, incorporating perspectives in Quality, New product development, Mathematical optimization, Tradespace and Iterative design. His New product development study combines topics from a wide range of disciplines, such as Product metric, Variety and Design for manufacturability.

His Mathematical optimization study integrates concerns from other disciplines, such as Set, Machine learning, Selection, Sequence and Fidelity. His research integrates issues of Cost estimate, Engineering drawing and Machining in his study of Manufacturing engineering. His study in the field of Convolutional neural network, Artificial neural network and Adversarial system is also linked to topics like Physics based and 3d design.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Metamodels for Computer-based Engineering Design: Survey and recommendations

Timothy W. Simpson;J. D. Poplinski;P. N. Koch;J. K. Allen.
Engineering With Computers (2001)

2185 Citations

Comparative studies of metamodelling techniques under multiple modelling criteria

R. Jin;W. Chen;Timothy William Simpson.
Structural and Multidisciplinary Optimization (2001)

1894 Citations

Kriging Models for Global Approximation in Simulation-Based Multidisciplinary Design Optimization

Timothy W. Simpson;Timothy M. Mauery;John J. Korte;Farrokh Mistree.
AIAA Journal (2001)

1190 Citations

Product family design and platform-based product development: a state-of-the-art review

Jianxin (Roger) Jiao;Timothy W. Simpson;Zahed Siddique.
Journal of Intelligent Manufacturing (2007)

974 Citations

Use of Kriging Models to Approximate Deterministic Computer Models

Jay D. Martin;Timothy W. Simpson.
AIAA Journal (2005)

910 Citations

Product platform design and customization: Status and promise

Timothy W. Simpson.
Ai Edam Artificial Intelligence for Engineering Design, Analysis and Manufacturing (2004)

844 Citations

Product platform design: method and application

Timothy W. Simpson;Jonathan R. Maier;Farrokh Mistree.
Research in Engineering Design (2001)

809 Citations

Comparative studies of metamodeling techniques under multiple modeling criteria

Ruichen Jin;Wei Chen;Timothy W. Simpson.
8th Symposium on Multidisciplinary Analysis and Optimization 2000 (2000)

655 Citations

Analysis of Support Vector Regression for Approximation of Complex Engineering Analyses

Stella M. Clarke;Jan H. Griebsch;Timothy William Simpson.
design automation conference (2003)

611 Citations

Comparison of response surface and kriging models for multidisciplinary design optimization

Timothy W. Simpson;John J. Korte;Timothy M. Mauery;Farrokh Mistree.
7th AIAA/USAF/NASA/ISSMO Symposium on Multidisciplinary Analysis and Optimization, 1998 (1998)

610 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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