Leifur Leifsson

Purdue University West Lafayette — United States

Computer Science · Physical Sciences

28h-index3.1kcitations289works1.92yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(151), Probabilistic and Robust Engineering Design(106), Microwave Engineering and Waveguides(64), Model Reduction and Neural Networks(64), Antenna Design and Optimization(38)

Publications289 total

Special Issue: Data-Driven Design Under Uncertainty
Journal of Mechanical Design·2026Open Access
Gaussian Process Surrogate Models for Uncertainty Quantification in Spacecraft and Trajectory Systems
2026
Surrogate-Based Uncertainty Propagation in Aerostructural Analysis of a Wing in Subsonic Flow
2026
Aerodynamic Uncertainty Analysis of the Common Research Model Wing Using Autoencoders
2026
Efficient Design Under Uncertainty of Spacecraft and Trajectory Systems Using Gaussian Process Surrogates
2026
Efficient Design of Airfoil Shapes Using Surface Pressure–Informed Bayesian Optimization
2026
Isolation and Circular Polarization Diversity in 2×1 MIMO Microstrip Patch Array Using Closed Metallic Loop
IEEE Access·2026Open Access
Scalable neural network-based blackbox optimization
Structural and Multidisciplinary Optimization·2025Open Access
A scalable composite Bayesian optimization framework for engineering design using deep learning reduced-order models
Journal of Computational Science·2025· 3 cited
Talon-P: Multidisciplinary Design Analysis and Optimization Framework Using Low-Fidelity Models
2025
Talon-P: Comparison of Aerodynamics Analysis Frameworks with Wind Tunnel Experiments
2025
Talon-P: Decision-Tree-Driven Multi-Fidelity Testing for Engineering Cycle Time Reduction
2025
Unsupervised SVD-Based Correction of Antenna Measurements in Nonanechoic Environments
IEEE Antennas and Wireless Propagation Letters·2025· 1 citedOpen Access
Simulation decomposition analysis of the Iowa food-water-energy system
Environmental Modelling & Software·2025· 1 citedOpen Access
Self-Isolation in MIMO Array Using Mode Diversity
IEEE Access·2025· 3 citedOpen Access
Global Optimization of Microwave Circuits Using Dimensionality Reduction and Multi-fidelity EM Simulations
Lecture notes in computer science·2025
Power Transmission for Millimeter-Wave Indoor/Outdoor Wearable IoT Devices Using Grounded Coplanar Waveguide-Fed On-Body Antenna
IEEE Access·2025· 5 citedOpen Access
Adaptive Global Modeling Using Neural Networks with Deep Ensembles and Space-Filling Sequences
Lecture notes in computer science·2025
A Scalable Composite Bayesian Optimization Framework for Engineering Design Using Deep Learning Reduced-Order Models
SSRN Electronic Journal·2025Open Access
Self-Isolation in MIMO Microstrip Patch Arrays Using Annular Via-Based Mode Conversion
IEEE Access·2025Open Access
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Frequent Co-authors

Sławomir Kozieł(40), Xiaosong Du(6), Yonatan A. Tesfahunegn(5), Xin‐She Yang(5), Adrian Bekasiewicz(4), William H. Mason(3), Joseph A. Schetz(3), Serhat Hosder(3), Anand Amrit(3), Andy Ko(2), Saeed Manshari(2), Jie Ren(2), Jethro Nagawkar(2), Bernard Grossman(2), Raphael T. Haftka(2), Jie Ren(2), David Echeverría Ciaurri(1), Vishal Raul(1), Hildur Sævarsdóttir(1), Sven Sigurðsson(1)