Publications

V. Raul, Y.-C. Liu, L. Leifsson, A. Kaleita (2022). Effects of Weather on Iowa Nitrogen Export Estimated by Simulation-Based Decomposition. Sustainability.

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J. Nagawkar, L. Leifsson (2022). Multifidelity aerodynamic flow field prediction using random forest-based machine learning. Aerospace Science & Technology.

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V. Raul, L. Leifsson (2022). Multifidelity Modeling Similarity Conditions for Airfoil Dynamic Stall Prediction with Manifold Mapping. Engineering Computations.

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J. Nagawkar, L. Leifsson (2021). Efficient Global Sensitivity Analysis of Model-based Ultrasonic Nondestructive Testing Systems Using Machine Learning and Sobol’ Indices. ASME Journal of Nondestructive Evaluation.

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J. Nagawkar, J. Ren, X. Du, L. Leifsson, S. Koziel (2021). Single- and Multi-Point Aerodynamic Shape Optimization using Multifidelity Models and Manifold Mapping. Journal of Aircraft.

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V. Raul, L. Leifsson (2021). Surrogate-based Aerodynamic Shape Optimization for Delaying Airfoil Dynamic Stall Using Kriging Regression and Infill Criteria. Aerospace Science & Technology.

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A. Thelen, L. Leifsson, P. Beran (2020). Aeroelastic Flutter Prediction using Multifidelity Modeling of the Generalized Aerodynamic Influence Coefficients. AIAA Journal.

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S. Manshari, S. Koziel, L. Leifsson (2020). Compact Dual-Polarized Corrugated Horn Antenna for Satellite Communications. IEEE Transactions on Antennas and Propagation.

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J. Yan, S. Laflamme, L. Leifsson, A. Chen (2020). Computational Framework for Dense Sensor Network Evaluation Based on Model Assisted Probability of Detection. Materials Evaluation.

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X. Du, L. Leifsson (2020). Efficient Uncertainty Propagation via Polynomial Chaos-based Kriging for MAPOD. Engineering Computations.

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