Junghyun (Andy) Kim

Machine Learning​ 

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• Random Forest

• Adaptive Boosting

• Sampling Methods

• K-Nearest Neighbor

• Hidden Markov Model

• Support Vector Machine

• Artificial Neural Network

• Expectation-Maximization 

• Markov Chain Monte Carlo

• Multi-Layer Perceptron with Backpropagation

• Density-Based Spatial Clustering of Application with Noise

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Optimization 

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• KKT Conditions

• Indirect Method​

• Runge-Kutta Method

• Optimality Conditions

• Transportation Problem

• Unconstrained Optimization

• Particle Swarm Optimization

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Algorithm 

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• Genetic Algorithm

• Asymptotic Notation

• A* Search Algorithm

• Simulated Annealing Algorithm

• Traveling Salesman Problem

• Non-deterministic Polynomial Problems

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Statistics

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• Box Plot

• Kernel Density Estimation

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Viscous Flow 

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• Viscosity

• Flow Separation

• Reynolds Analogy

• Navier-Stokes Equations

• Boundary Layer Equation 

• Stability of Laminar Flow

• Vorticity Transport Equation

• Compressible Boundary Layer

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Aerodynamics 

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• Continuum

• Drag Polar

• Perfect Gas

• Panel Method

• Kutta Conditions

• Kelvin's Theorem

• High Lift Devices

• Thin Airfoil Theory

• Pressure Coefficient

• Bernoulli's Equation

• Aerodynamic Heating

• Full Potential Equation

• Aerodynamic Efficiency

• Transonic Aerodynamics

• Delta Wing Aerodynamics

• Hypersonic Aerodynamics

• Prandtl's Lifting Line Theory

• Supersonic Thin Airfoil Theory

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Aircraft Design 

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• Structure

• Master Equation

• Mission Analysis

• Constraint Analysis 

• Equations of Motion

• Air-Breathing Engines