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modeling
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keywords:(surrogate modeling)
Aerodynamic design prediction using surrogate-based modeling in genetic algorithm architecture
Prediction of rear-end conflict frequency using multiple-location traffic parameters
Non-intrusive reduced-order modeling for fluid problems: A brief review
Drag reduction through shape optimisation for satellites in Very Low Earth Orbit
Double surrogate modeling usage in PSO
A review of the artificial neural network surrogate modeling in aerodynamic design
All-at-once approach to multifidelity polynomial chaos expansion surrogate modeling
A data-driven dynamics simulation framework for railway vehicles
Robust design and optimization of UAV empennage
Inverse airfoil design using variable-resolution models and shape-preserving response prediction
A bi-objective optimization framework for three-dimensional road alignment design
Integrate engine manufacturer’s knowledge into the preliminary aircraft sizing process
Hydrodynamic hull form optimization of fast catamarans using surrogate models
Surrogate assisted multidisciplinary design optimization for an all-electric GEO satellite
Speeding-up the computation of high-lift aerodynamics using a residual-based reduced-order model
Speeding-up the computation of high-lift aerodynamics using a residual-based reduced-order model
Analysis and optimization of morphing wing aerodynamics
Machine learning from computer simulations with applications in rail vehicle dynamics
Machine learning from computer simulations with applications in rail vehicle dynamics
The extreme value theory approach to safety estimation
Load Control for Unsteady Gusts with Control Surfaces using the Linear Frequency Domain
Optimisation of multiple encapsulated electrode plasma actuator
Use of crash surrogates and exceedance statistics to estimate road safety
Modeling for Concise Space Mission Utility Simulation with Apollo as Exemplar
Modeling for Concise Space Mission Utility Simulation with Apollo as Exemplar
Twin Support Vector Regression and Its Application on Aerodynamic Design
In-situ structural evaluation during the fibre deposition process of composite manufacturing
In-situ structural evaluation during the fibre deposition process of composite manufacturing
Improved particle swarm optimization method directed by indirect surrogate modeling
A Framework to Implement Probabilistic Fatigue Design of Safe-Life Components
Surrogate Modeling Approach to Support Real-Time Structural Assessment and Decision Making
Efficient Calibration of a Turbine Disc Heat Transfer Model Under Uncertainty
Adaptive Kriging Model for Fuzzy Safety Degree Analysis to Time-Dependent Structure
Reliability Analysis of Stiffened Aircraft Panels Using Adjusting Mean Value Method
Real-Time Prediction of Probabilistic Crack Growth with a Helicopter Component Digital Twin
Global Sensitivity Analysis Based on BP Neural Network for Thermal Design Parameters
Simulation and Sensor Optimization for Multifidelity Dynamics Model Calibration
Efficient Prediction of Aerodynamic Control Surface Responses Using the Linear Frequency Domain
Multifidelity Modeling Using Nondeterministic Localized Galerkin Approach