Browse Dept. of Industrial and Enterprise Systems Engineering by Subject "network analysis, data mining, topic modeling, natural language processing, cluster analysis, design optimization data, system topology design, machine learning, deep learning, variational autoencoder, style transfer, topology optimization, heat spreader, design space coverage, indirect design representation, generative design, active learning, random forest, evaluation cost, generative adversarial network, circuit synthesis, design methodology, design formulation space"
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(2018-07-12)In this dissertation, several machine learning strategies are presented to advance solution capabilities for homogeneous and heterogeneous system topology design. The core contribution is to begin bridging the gap between ...