##### KMap

#### VOSviewer

##### Courses

- ECDEngineering Component Design
- BEBiomechanical Engineering
- FEMFinite Element Methods
- AFEAAdvanced Finite Element Analysis
- MDSMechanics of Deformable Solids
- PDProbabilistic Design
- DODesign Optimization
- FEAANSYSFinite Element Analysis with ANSYS
- MBEMMechanical Behavior of Engineering Materials

##### Grants

- Consortium of Advanced Additive Manufacturing Research and Education for Energy Related Systems (CA2REERs)
Co-Investigator (COI)

2021

###### $399.0K

Active - UCAH: Fusion of Multi-fidelity Experimental and Computational Data for the Construction and Enrichment of a Surrogate Aerodynamic Database
Principal Investigator (PI)

2021

###### $1.5M

- 3D Printing of Solar Absorber Tube with Internal/External Structures for Heat Transfer Enhancement and Temperature Leveling using Additive Manufacturing Technology
Co-Investigator (COI)

2021

###### $107.8K

- Mechanical/Thermal Analysis and Simulation of Telescope Optical Systems
Co-Investigator (COI)

2016

###### $304.0K

- Mechanical/Thermal Analysis and Simulation of Telescope Optical Systems
Co-Investigator (COI)

2016

###### $145.2K

- Mechanical/Thermal Analysis and Simulation of Telescope Optical Systems
Co-Investigator (COI)

2016

###### $40.1K

- Mechanical/Thermal Analysis and Simulation of Telescope Optical Systems
Co-Investigator (COI)

2015

###### $60.1K

- Design Optimization and Analysis of Telescope Optical Systems
Principal Investigator (PI)

2014

###### $50.4K

- Opto-Mechanical Analysis in High Precision Telescopes
Principal Investigator (PI)

2013

###### $26.4K

- A New Hip Fracture Risk Prediction Tool Based on Common Predictors and Hip Geometry
Co-Investigator (COI)

2011

###### $358.0K

##### Technologies / Patents

##### News

- $1.5M Advances Hypersonics Research and Technology
2021

- Which Car Crashes Cause Traumatic Brain Injury?
2019

- UA Researchers Aim to Predict Hip Fracture Risk
2012

- Squeezing Sustainable Energy From Thin Air
2011

##### Publications (75)

Recent

- Nonlinear dynamics of the wolf tone production
2022

- A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Model Inconsistency
2022

- Surrogate-based stochastic optimization of horizontal-axis wind turbine composite blades
2022

- Multiphysics Numerical Study of Solar Receiver Tube for Enhanced Thermal Efficiency and Durability in Concentrated Solar Power Tower Plant
2022

- Uncertainty quantification and global sensitivity analysis of composite wind turbine blades
2022

- A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency
2022

- A note on the effect of material uncertainty on acoustic source localization error in anisotropic plates.
2022

- Optimization under Uncertainty of a Chain of Nonlinear Resonators using a Field Representation
2021

- Entropy-based Optimization for Heat Transfer Enhancement in Tubes with Helical Fins
2021

- Uncertainty Quantification for the Sensitivity Analysis and Prediction Error of 1D Radiation-Hydrodynamics Simulations of Cylindrical Implosions
2021

- Stochastic Crashworthiness Optimization Accounting for Simulation Noise
2021

- A Multi-Fidelity Approach for the Reliability Assessment of Shell and Tube Heat Exchangers
2020

- High-Dimensional Uncertainty Quantification and Global Sensitivity Analysis of a Composite Wind Turbine Blade
2020

- Stochastic Optimization of a Horizontal-Axis Composite Wind Turbine Blade
2020

- Stochastic Kriging for Crashworthiness Optimization Accounting for Simulation Noise
2020

- Crashworthiness Optimization Based on the Probability of Traumatic Brain Injury Accounting for Simulation Noise and Impact Conditions
2020

- Entropy-Based Optimization of Helical Fins for Heat Transfer Enhancement inside Tubes
2020

- Woodwind Instrument Design Optimization based on Impedance Characteristics with Geometric Constraints
2020

- Stochastic Optimization of Nonlinear Energy Sinks for the Mitigation of Limit Cycle Oscillations
2019

- Construction of a risk model through the fusion of experimental data and finite element modeling: Application to car crash-induced TBI
2019

- Machine Learning for Engineering Design
2019

- Optimization of nonlinear energy sinks for the mitigation of limit cycle oscillations
2018

- Optimization of a chain of nonlinear resonators for vibra- tion mitigation
2018

- Stochastic optimization of nonlinear energy sinks
2017

- Identification of material properties of composite sandwich panels under geometric uncertainty
2017

- Optimization under uncertainty of parallel nonlinear energy sinks
2017

- RISK PREDICTION OF TRAUMATIC BRAIN INJURY FROM CAR ACCIDENTS
2017

- Parameter Estimation with Correlated Outputs Using Fidelity Maps
2014

- A Generalized Max-Min Sample for Reliability Assessment with Dependent Variables
2014

- Optimization Under Uncertainty of Nonlinear Energy Sinks
2014

- A Minimal Model of a Single-reed Instrument Producing Quasi-periodif Sounds
2014

- Identication Under Uncertainty of Material Properties of Composite Sandwich Panels
2014

- Optimal SVM Parameter Selection for Non-separable and Unbalanced Data
2014

- Explicit Mapping of Acoustic Regimes for Wind Instruments
2014

- A generalized max-min sample for surrogate update
2014

- Optimal parameter selection of an svm model: Application to hip fracture risk prediction
2013

- Bayesian calibration using fidelity maps
2013

- A fully parameterized finite element model of a grand piano soundboard for sensitivity analysis of the dynamic behavior
2013

- Parallel construction of explicit boundaries using support vector machines
2013

- Estimation of probability of failure with dependent variables using copulas and support vector machines
2013

- Explicit maps of acoustic regimes of a wind instrument
2013

- Reliability-based design optimization using Kriging and support vector machines
2013

- Reliability assessment using probabilistic support vector machines'
2013

- Fidelity maps for model update under uncertainty: Application to a piano soundboard
2012

- Construction of aeroelastic stability boundaries using a multi-fidelity approach
2012

- Constrained efficient global optimization with support vector machines
2012

- Reliability assessment with correlated variables using support vector machines
2011

- Reliability assessment using probabilistic support vector machines (PSVMs)
2010

- An improved adaptive sampling scheme for the construction of explicit boundaries
2010

- Reliability-based design optimization of nonlinear aeroelasticity problems
2010

- Constrained effcient global optimization with probabilistic support vector machines
2010

- Local update of support vector machine decision boundaries
2009

- A multifidelity approach for the construction of explicit decision boundaries: Application to aeroelasticity
2009

- Limit state function identification using Support Vector Machines for discontinuous responses and disjoint failure domains
2008

- Adaptive explicit decision functions for probabilistic design and optimization using support vector machines
2008

- Probabilistic optimal design in the presence of random fields
2008

- Two alternative schemes to update SVM approximations for the identification of explicit decision functions
2008

- A sampling-based approach for probabilistic design with random fields
2008

- A convex hull approach for the reliability-based design optimization of nonlinear transient dynamic problems
2007

- Update of explicit limit state functions constructed using support vector machines
2007

- Design space decomposition using support vector machines for reliability-based design optimization
2006

- Controlling structural failure modes during an impact in the presence of uncertainties
2006

- Study of a new local update scheme for cellular automata in structural design
2005

- Handling bifurcations in the optimal design of transient dynamic problems
2004

- A convex hull approach for the reliability-based design optimization of transient dynamic problems
2004

- Nonlinear topology design of trusses using cellular automata
2003

- Elastoplastic truss design using a displacement based optimization
2002

- Displacement-based optimization for truss structures subjected to static and dynamic constraints
2002

- Topology design using a two-level displacement-based approach
2002

- A displacement based optimization method for geometrically nonlinear frame structures
2002

- Optimization of nonlinear trusses using a displacement-based approach
2002

- Convergence analysis for cellular automata applied to truss design
2002

- A displacement based optimization for nonlinear frame structures
2001

- Optimization of trusses with geometrically nonlinear response using a displacement based approach
2000

- A genetic algorithm based topology tool for continuum structures
2000

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