System-of-Systems Engineering - Liophant Simulation
System-of-Systems Engineering - Liophant Simulation
System-of-Systems Engineering - Liophant Simulation
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Enablers for Complex SoS• Design <strong>of</strong> Computer<strong>Simulation</strong>s– Space Filling Designs– Adaptive DoE• Modeling and <strong>Simulation</strong>Techniques– Agent-based modeling andconstructive simulations– <strong>System</strong> Dynamics Modeling– Discrete Event <strong>Simulation</strong>– Mathematical Modeling Techniques• Non-linear SurrogateModeling– Neural Networks– Kriging/Gaussian– Stepwise RSE• Probabilistic Theory– Stochastic modeling– Surrogate modeling <strong>of</strong> stochasticprocesses– Monte Carlo <strong>Simulation</strong>• Visual AnalyticsDeveloping Methods and Techniques for <strong>System</strong> <strong>of</strong> <strong>System</strong>s <strong>Engineering</strong>Dr. Dimitri Mavris, dimitri.mavris@ae.gatech.edu27