Douglas L. Allaire

22 papers A* 1C 1Misc 3Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Simulated Annealing-based Candidate Optimization for Batch Acquisition Functions.
CoRR
Sk Md Ahnaf Akif Alvi, Raymundo Arróyave, Douglas L. Allaire
2026 J jnl
The Kernel Manifold: A Geometric Approach to Gaussian Process Model Selection.
CoRR
Md Shafiqul Islam, Shakti Prasad Padhy, Douglas L. Allaire, Raymundo Arróyave
2025 J jnl
Accurate and Uncertainty-Aware Multi-Task Prediction of HEA Properties Using Prior-Guided Deep Gaussian Processes.
CoRR
Sk Md Ahnaf Akif Alvi, Mrinalini Mulukutla, Nicolas Flores, Danial Khatamsaz, Jan Janssen, Danny Perez, Douglas L. Allaire, Vahid Attari, Raymundo Arróyave
2025 J jnl
Data Driven Insights into Composition Property Relationships in FCC High Entropy Alloys.
CoRR
Nicolas Flores, Daniel Salas Mula, Wenle Xu, Sahu Bibhu, Daniel Lewis, Alexandra Eve Salinas, Samantha Mitra, Raj Mahat, Surya R. Kalidindi, Justin Wilkerson, James Paramore, Ankit Srivastiva, George Pharr, Douglas L. Allaire, Ibrahim Karaman, Brady Butler, Vahid Attari, Raymundo Arróyave
2025 J jnl
Deep Gaussian Process-based Cost-Aware Batch Bayesian Optimization for Complex Materials Design Campaigns.
CoRR
Sk Md Ahnaf Akif Alvi, Brent Vela, Vahid Attari, Jan Janssen, Danny Perez, Douglas L. Allaire, Raymundo Arróyave
2025 J jnl
Towards Autonomous Experimentation: Bayesian Optimization over Problem Formulation Space for Accelerated Alloy Development.
CoRR
Danial Khatamsaz, Joseph Wagner, Brent Vela, Raymundo Arróyave, Douglas L. Allaire
2023 J jnl
Efficient Propagation of Uncertainty via Reordering Monte Carlo Samples.
CoRR
Danial Khatamsaz, Vahid Attari, Raymundo Arróyave, Douglas L. Allaire
2023 J jnl
Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models.
J. Comput. Inf. Sci. Eng.
Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan
2021 J jnl
Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models.
J. Comput. Inf. Sci. Eng.
Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan
2019 J jnl
A Machine Learning Approach to Aircraft Sensor Error Detection and Correction.
J. Comput. Inf. Sci. Eng.
Renee Swischuk, Douglas L. Allaire
2019 A* conf
MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models.
AAAI
Mahdi Imani, Seyede Fatemeh Ghoreishi, Douglas L. Allaire, Ulisses M. Braga-Neto
2019 J jnl
Sequential Information-Theoretic and Reification-Based Approach for Querying Multi-Information Sources.
J. Aerosp. Inf. Syst.
Seyede Fatemeh Ghoreishi, W. D. Thomison, Douglas L. Allaire
2018 J jnl
Sensitivity analysis methods for mitigating uncertainty in engineering system design.
Syst. Eng.
Qinxian Chelsea Curran, Douglas L. Allaire, Karen E. Willcox
2017 J jnl
A decomposition-based uncertainty quantification approach for environmental impacts of aviation technology and operation.
Artif. Intell. Eng. Des. Anal. Manuf.
Sergio Amaral, Douglas L. Allaire, Elena De La Rosa Blanco, Karen Willcox
2017 J jnl
Multitask Aircraft Capability Estimation Using Conjunctive Filters.
J. Aerosp. Inf. Syst.
Brian J. Burrows, Benson Isaac, Douglas L. Allaire
2017 J jnl
Optimal L
Stat. Comput.
Sergio Amaral, Douglas L. Allaire, Karen Willcox
2014 Misc conf
Multifidelity DDDAS Methods with Application to a Self-aware Aerospace Vehicle.
ICCS
Douglas L. Allaire, D. Kordonowy, M. Lecerf, Laura Mainini, Karen Willcox
2014 J jnl
Uncertainty quantification of an Aviation Environmental Toolsuite.
Reliab. Eng. Syst. Saf.
Douglas L. Allaire, George Noel, Karen Willcox, Rebecca Cointin
2013 Misc conf
An Offline/Online DDDAS Capability for Self-Aware Aerospace Vehicles.
ICCS
Douglas L. Allaire, J. Chambers, Raghvendra V. Cowlagi, David N. Kordonowy, M. Lecerf, Laura Mainini, F. Ulker, Karen Willcox
2012 J jnl
A variance-based sensitivity index function for factor prioritization.
Reliab. Eng. Syst. Saf.
Douglas L. Allaire, Karen Willcox
2012 Misc conf
Dynamic Data Driven Methods for Self-aware Aerospace Vehicles.
ICCS
Douglas L. Allaire, George Biros, J. Chambers, Omar Ghattas, D. Kordonowy, Karen Willcox
2012 C conf
Fusing information from multifidelity computer models of physical systems.
FUSION
Douglas L. Allaire, Karen Willcox