基本信息
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职业迁徙
个人简介
The focus of Dr. Allen’s research is engineering design and especially the management of uncertainty. She and her students study/have studied energy systems, mechanical systems, materials, and design collaboration and education. Our group was among the first to suggest the use of modeling uncertainty in design, particularly in the early stages of design. We recognized the importance of statistical simulation and computer-based experimentation in design. We also were among the first to demonstrate the importance of using the design of experiments in exploring regions of design space in order to create surrogate models. This is a necessary step in moving away from the costly and time-consuming method of testing designs by building prototypes and replacing physical prototypes with computer-based experiments. Using surrogate models lead to the investigation of various aspects of robust design of many different systems, especially multilevel and multiscale problems.
Janet Allen and her students have published over 200 papers in journals, conference proceedings and edited books. She is a Fellow of ASME, an Honorary Member of Pi Tau Sigma and a Senior Member of AIAA. Roughly one half of her doctoral students are in academia; the other half are in industry; as consultants, as entrepreneurs or in large companies. Her MS thesis students have done well for themselves in industry. Most are successful in large companies or the DOD. A few, after learning the ropes in industry for a few years, have started their own businesses.
研究兴趣
论文共 387 篇作者统计合作学者相似作者
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Algorithmsno. 2 (2024): 88-88
Journal of Mechanical Designno. 5 (2024)
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2024): 641-653
ADVANCED ENGINEERING INFORMATICS (2024)
Mathew Baby, Rashmi Rama Sushil,Palaniappan Ramu,Janet K. Allen,Farrokh Mistree,Anand Balu Nellippallil
Integrating Materials and Manufacturing Innovationno. 1 (2024): 14-35
PROCEEDINGS OF ASME 2023 INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, IDETC-CIE2023, VOL 3B (2023)
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JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERINGno. 6 (2023)
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作者统计
#Papers: 386
#Citation: 8956
H-Index: 41
G-Index: 84
Sociability: 6
Diversity: 0
Activity: 3
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