Faculty

Institution

Unit

Venue

Leifur Leifsson

Associate Professor

Purdue University

Affiliations

College of Engineering

School of Aeronautics and Astronautics

Leifur Leifsson is currently serving as a College Of Engineering Associate Professor at Purdue University.

Honors

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Experiences

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Education

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Leifur Leifsson

Purdue University

Associate Professor

You can click a keyword to filter the displayed items

aerospace engineering aerodynamics computer science engineering shape optimization design optimization machine learning systems engineering modeling and simulation engineering optimization computational electromagnetics aeronautics computational optimization microwave engineering microwave technology space mapping scientific computing surrogate-based optimization antennas aerospace technology mathematical optimization variable-fidelity models numerical simulations shape-preserving response prediction manifold mapping aerodynamic shape optimization computational engineering computational science computational intelligence radio engineering sensitivity analysis transonic airfoils adjoint sensitivity microwave structures physics-based surrogates wireless communications wireless propagation computational fluid dynamics model optimization radio propagation response prediction simulation-driven design local surrogate models marine engineering reliability engineering intelligent computing applied mathematical modelling mathematical modelling benchmark studies nondestructive testing constrained optimization radio frequency chaos theory simulation methodology variable-resolution models multifidelity models multi-fidelity design optimization engineering science unconstrained optimization radio frequency identification intelligent processing fault detection distributed propulsion precision engineering information technology vehicular technology simulation modelling space communications model test model-based testing biomedical modeling modeling method reliability analysis rf subsystem radio communication aeroelasticity system optimization multidisciplinary optimization uncertainty quantification aerospace

Notable Scholarly Works

Notable Federal Grants

Collaborators

Adaptive Hyperparameter Tuning Within Neural Network-Based Efficient Global Optimization. Lecture notes in computer science (2024)

Taeho JeongPavankumar KoratikereLeifur LeifssonSlawomir KozielAnna Pietrenko-Dabrowska

computer scienceglobal optimizationmachine learning

Adaptive Sampling for Non-Intrusive Reduced Order Models Using Multi-Task Variance. Lecture notes in computer science (2024)

Abhijnan DikshitLeifur LeifssonSlawomir KozielAnna Pietrenko-Dabrowska

computer scienceadaptive samplingtheoretical computer sciencemulti-task variancemachine learningreduced order modeling

A Low-Profile Metal-Backed Dipole Loaded With Closely Coupled Arc-Shaped Open Stubs for On-Metal Tag Design With Wide Frequency Tuning Capability. IEEE Transactions on Antennas and Propagation (2024)

Fuad ErmanSlawomir KozielEng-Hock LimLeifur LeifssonEffariza HanafiMuthukannan Murugesh

wireless propagationmicrowave engineeringarc-shaped open stubsantennasmicrowave technologycomputational electromagneticsradio engineeringmechanical engineeringoptoelectronicson-metal tag designelectrical engineeringradio propagationlow-profile metal-backed dipoleaerospace engineering

Antenna Optimization Using Machine Learning With Reduced-Dimensionality Surrogates. Scientific Reports (2024)

Slawomir KozielAnna Pietrenko-DabrowskaLeifur Leifsson

antenna optimizationreduced-dimensionality surrogatesscientific computingmachine learning

Automated Hyperparameter Tuning for Airfoil Shape Optimization With Neural Network Models. AIAA SCITECH 2022 Forum (2024)

Taeho JeongPavankumar KoratikereLeifur T. Leifsson

neural network modelsengineeringaerospace engineeringparameter tuningshape optimizationairfoil shape optimizationmachine learningmodel tuning

Cost-Efficient Multi-Objective Design of Miniaturized Microwave Circuits Using Machine Learning and Artificial Neural Networks. Lecture notes in computer science (2024)

Slawomir KozielAnna Pietrenko-DabrowskaLeifur Leifsson

computer sciencemicrowave engineeringartificial neural networksengineeringcircuit designelectrical engineeringcost-efficient multi-objective designmachine learning

Design and Experimental Verification of Multi-Layer Waveguide Using Pin/Hole Structure. IEEE Antennas and Wireless Propagation Letters (2024)

Hasan RazaSlawomir KozielLeifur Leifsson

wireless propagationexperimental verificationmulti-layer waveguidemicrowave technologycomputational electromagneticselectrical engineering

Efficient Design of Transonic Airfoils Using Non-Intrusive Reduced Order Models and Composite Bayesian Optimization. (2024)

Abhijnan DikshitLeifur T. Leifsson

design optimizationcomposite bayesian optimizationaerospace engineeringreduced order modelingefficient designtransonic airfoils

Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-Fidelity Em Analysis. Lecture notes in computer science (2024)

Anna Pietrenko-DabrowskaSlawomir KozielLeifur Leifsson

computer sciencedesign optimizationantenna systemscomputational electromagneticsmulti-fidelity em analysiselectrical engineeringresponse featuresmachine learningaerospace engineering

Global Sensitivity Analysis of Ultrasonic Testing Simulations of Slot-Like Defects With Multifidelity Modeling. Journal of Nondestructive Evaluation Diagnostics and Prognostics of Engineering Systems (2024)

Yen-Chen LiuRoberto MiorelliLeifur LeifssonChristopher ReboudPierre Calmon

systems engineeringslot-like defectsnumerical simulationsnondestructive testingmultifidelity modelingmechanical engineeringmodeling and simulationglobal sensitivity analysisreliability engineeringmaterials science

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Leifur Leifsson

Associate Professor

Purdue University

Affiliations

College of Engineering

School of Aeronautics and Astronautics

Leifur Leifsson is currently serving as a College Of Engineering Associate Professor at Purdue University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Leifur Leifsson

Purdue University

Associate Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Adaptive Hyperparameter Tuning Within Neural Network-Based Efficient Global Optimization. Lecture notes in computer science (2024)

Taeho JeongPavankumar KoratikereLeifur LeifssonSlawomir KozielAnna Pietrenko-Dabrowska

computer scienceglobal optimizationmachine learning

Adaptive Sampling for Non-Intrusive Reduced Order Models Using Multi-Task Variance. Lecture notes in computer science (2024)

Abhijnan DikshitLeifur LeifssonSlawomir KozielAnna Pietrenko-Dabrowska

computer scienceadaptive samplingtheoretical computer sciencemulti-task variancemachine learningreduced order modeling

Fuad ErmanSlawomir KozielEng-Hock LimLeifur LeifssonEffariza HanafiMuthukannan Murugesh

Antenna Optimization Using Machine Learning With Reduced-Dimensionality Surrogates. Scientific Reports (2024)

Slawomir KozielAnna Pietrenko-DabrowskaLeifur Leifsson

antenna optimizationreduced-dimensionality surrogatesscientific computingmachine learning

Automated Hyperparameter Tuning for Airfoil Shape Optimization With Neural Network Models. AIAA SCITECH 2022 Forum (2024)

Taeho JeongPavankumar KoratikereLeifur T. Leifsson

neural network modelsengineeringaerospace engineeringparameter tuningshape optimizationairfoil shape optimizationmachine learningmodel tuning

Cost-Efficient Multi-Objective Design of Miniaturized Microwave Circuits Using Machine Learning and Artificial Neural Networks. Lecture notes in computer science (2024)

Slawomir KozielAnna Pietrenko-DabrowskaLeifur Leifsson

computer sciencemicrowave engineeringartificial neural networksengineeringcircuit designelectrical engineeringcost-efficient multi-objective designmachine learning

Design and Experimental Verification of Multi-Layer Waveguide Using Pin/Hole Structure. IEEE Antennas and Wireless Propagation Letters (2024)

Hasan RazaSlawomir KozielLeifur Leifsson

wireless propagationexperimental verificationmulti-layer waveguidemicrowave technologycomputational electromagneticselectrical engineering

Efficient Design of Transonic Airfoils Using Non-Intrusive Reduced Order Models and Composite Bayesian Optimization. (2024)

Abhijnan DikshitLeifur T. Leifsson

design optimizationcomposite bayesian optimizationaerospace engineeringreduced order modelingefficient designtransonic airfoils

Expedited Machine-Learning-Based Global Design Optimization of Antenna Systems Using Response Features and Multi-Fidelity Em Analysis. Lecture notes in computer science (2024)

Anna Pietrenko-DabrowskaSlawomir KozielLeifur Leifsson

computer sciencedesign optimizationantenna systemscomputational electromagneticsmulti-fidelity em analysiselectrical engineeringresponse featuresmachine learningaerospace engineering

Yen-Chen LiuRoberto MiorelliLeifur LeifssonChristopher ReboudPierre Calmon

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10 / page

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Similar Faculty Members

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Institution

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aerial robotics

soft computing

Rakesh Kapania

Institution

Virginia Tech

isogeometric analysis

material simulation

Juan Alonso

Institution

Stanford University

uncertainty quantification

robust optimization

Layne T. Watson

Institution

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computational infrastructure

design optimization

Dimitri Mavris

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Ram Narayanan

Institution

Pennsylvania State University

signal processing

radar image processing

Antony Jameson

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engineering

numerical mathematics

Madhavan Swaminathan

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sustainable development

Gui-Rong Liu

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engineering