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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
- 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 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