Real-Time Simulation Technologies for Complex Systems

摘要

This report summarizes the work performed for Real Time Simulation Technologies for Complex Systems. The objective of the effort was to develop and study three novel complimentary directions that may be summarized as follows: (1) Speed up the inherently slow simulation process of complex systems by exploiting new concurrent simulation techniques. (2) Exploit the hierarchical nature of multi-resolution simulation models by decomposing them in ways which preserve statistical fidelity. (3) Explore new ways to extract metamodels for complex systems simulations, using neural networks.