Adaptive Dimensionality Reduction for Fast Sequential Optimization With Gaussian Processes von Ghoreishi, Seyede Fatemeh, Friedman, Samuel, Allaire, Douglas L

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Uncertainty propagation in a multiscale CALPHAD-reinforced elastochemical phase-field model von Attari, Vahid, Honarmandi, Pejman, Duong, Thien, Sauceda, Daniel J., Allaire, Douglas, Arroyave, Raymundo

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Adaptive active subspace-based efficient multifidelity materials design von Khatamsaz, Danial, Molkeri, Abhilash, Couperthwaite, Richard, James, Jaylen, Arróyave, Raymundo, Srivastava, Ankit, Allaire, Douglas

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Bayesian optimization with active learning of design constraints using an entropy-based approach von Khatamsaz, Danial, Vela, Brent, Singh, Prashant, Johnson, Duane D., Allaire, Douglas, Arróyave, Raymundo

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A case against the trickle-down effect in technology ecosystems von Zhang, Guanglu, Allaire, Douglas, Shankar, Venkatesh, McAdams, Daniel A

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Variance-Based Sensitivity Analysis to Support Simulation-Based Design Under Uncertainty von Opgenoord, Max M. J, Allaire, Douglas L, Willcox, Karen E

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Uncertainty analysis of microsegregation during laser powder bed fusion von Ghosh, Supriyo, Mahmoudi, Mohamad, Johnson, Luke, Elwany, Alaa, Arroyave, Raymundo, Allaire, Douglas

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A variance-based sensitivity index function for factor prioritization von Allaire, Douglas L., Willcox, Karen E.

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Multi-information source constrained Bayesian optimization von Ghoreishi, Seyede Fatemeh, Allaire, Douglas

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Optimized uncertainty propagation across high fidelity taylor anvil simulation von James, Jaylen R., Sanghvi, Meet, Gerlt, Austin R. C., Allaire, Douglas, Arroyave, Raymundo, Gonzales, Manny

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New computing tools, international collaboration spell design progress von Allaire, Douglas L, Willcox, Karen E

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Experiment Design Frameworks for Accelerated Discovery of Targeted Materials Across Scales von Talapatra, Anjana, Boluki, Shahin, Honarmandi, Pejman, Solomou, Alexandros, Zhao, Guang, Ghoreishi, Seyede Fatemeh, Molkeri, Abhilash, Allaire, Douglas, Srivastava, Ankit, Qian, Xiaoning, Dougherty, Edward R., Lagoudas, Dimitris C., Arróyave, Raymundo

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A Machine Learning Approach to Aircraft Sensor Error Detection and Correction von Swischuk, Renee, Allaire, Douglas

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Asynchronous Multi-Information Source Bayesian Optimization von Khatamsaz, Danial, Arroyave, Raymundo, Allaire, Douglas L.

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Towards inverse microstructure-centered materials design using generative phase-field modeling and deep variational autoencoders von Attari, Vahid, Khatamsaz, Danial, Allaire, Douglas, Arroyave, Raymundo

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Multi-objective materials bayesian optimization with active learning of design constraints: Design of ductile refractory multi-principal-element alloys von Khatamsaz, Danial, Vela, Brent, Singh, Prashant, Johnson, Duane D., Allaire, Douglas, Arróyave, Raymundo

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Expensive Black-Box Model Optimization Via a Gold Rush Policy von Isaac, Benson, Allaire, Douglas

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Methodology for Dynamic Data-Driven Online Flight Capability Estimation von Lecerf, Marc, Allaire, Douglas, Willcox, Karen

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Nonlinear Kalman Filtering With Expensive Forward Models Via Measure Change von Burrows, Brian J., Allaire, Douglas

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A decomposition-based approach to uncertainty analysis of feed-forward multicomponent systems von Amaral, Sergio, Allaire, Douglas, Willcox, Karen

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