Allaire, Douglas individual record
Associate Professor
Positions:
overview

My current research focuses on the development of computational methods for the analysis, design, and operation of complex systems. I am specifically interested in aspects of uncertainty quantification, multidisciplinary design optimization, and compositional methods for simulation-based design. I am currently working on projects involving the development of computational methods for enabling self-aware unmanned aerial vehicles, the development of optimal algorithms for multi-information source management in design, and the development of methods for enabling correct-by-construction model-based design processes.

selected publications
Academic Articles39
  • Molkeri, A., Khatamsaz, D., Couperthwaite, R., James, J., Arróyave, R., Allaire, D., & Srivastava, A. (2022). On the importance of microstructure information in materials design: PSP vs PP. Acta Materialia. 223, 117471-117471.
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  • Couperthwaite, R., Khatamsaz, D., Molkeri, A., James, J., Srivastava, A., Allaire, D., & Arróyave, R. (2021). The BAREFOOT Optimization Framework. Integrating Materials and Manufacturing Innovation. 10(4), 644-660.
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  • Khatamsaz, D., Molkeri, A., Couperthwaite, R., James, J., Arróyave, R., Srivastava, A., & Allaire, D. (2021). Adaptive active subspace-based efficient multifidelity materials design. Materials & Design. 209, 110001-110001.
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  • Khatamsaz, D., Peddareddygari, L., Friedman, S., & Allaire, D. (2021). Bayesian Optimization of Multiobjective Functions Using Multiple Information Sources. AIAA Journal. 59(6), 1964-1974.
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  • Zhang, G., Allaire, D., & Cagan, J. (2021). Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models. Journal of Computing and Information Science in Engineering. 21(2),
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Conference Papers45
  • Singh, A., & Allaire, D. L. (2021). Dynamic data-driven sensor placement for enabling capability estimation of self - aware aerospace vehicles. AIAA AVIATION 2021 FORUM, AIAA AVIATION 2021 FORUM.
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  • Khatamsaz, D., & Allaire, D. L. (2021). A Comparison of Reification and Cokriging for Sequential Multi-Information Source Fusion. AIAA Scitech 2021 Forum, AIAA Scitech 2021 Forum.
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  • Peddareddygari, L. M., & Allaire, D. L. (2021). Time to failure prognosis of a gas turbine engine using predictive analytics. AIAA Scitech 2021 Forum, AIAA Scitech 2021 Forum.
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  • Zhang, G., Allaire, D., & Cagan, J. (2020). An Initial Guess Free Method for Least Squares Parameter Estimation in Nonlinear Models. Volume 9: 40th Computers and Information in Engineering Conference (CIE), ASME 2020 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference.
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  • Khatamsaz, D., Peddareddygari, L., Friedman, S., & Allaire, D. L. (2020). Correction: Efficient Multi-Information Source Multiobjective Bayesian Optimization. AIAA Scitech 2020 Forum, AIAA Scitech 2020 Forum.
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Repository Documents / Preprints2
  • Ghoreishi, S. F., Molkeri, A., Srivastava, A., Arroyave, R., & Allaire, D. (2018). Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual-Phase Materials. Journal of Mechanical Design.
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  • Ghoreishi, S. F., Molkeri, A., Srivastava, A., Arroyave, R., & Allaire, D. (2018). Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual Phase Materials.
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chaired theses and dissertations
Email
dallaire@tamu.edu
First Name
Douglas
Last Name
Allaire
mailing address
Texas A&M University; Mechanical Engineering; 3123 TAMU
College Station, TX 77843-3123
USA