Simulation data mining: a new form of computer simulation output. - Thomas F. Brady; Edward J. Yellig (WSC, 2005)

Transforming Discrete Event Models To Machine Learning Models. - Hessam S. Sarjoughian; Forouzan Fallah; Seyyed Amirhossein Saeidi; Edward J. Yellig (WSC, 2023)

Generating TCN Models From Parallel Devs Models: Semiconductor Manufacturing Systems. - Vamsi Krishna Pendyala; Hessam S. Sarjoughian; Edward J. Yellig (WSC, 2024)

A Benchmark Time Series Dataset for Semiconductor Fabrication Manufacturing Constructed using Component-based Discrete-Event Simulation Models. - Vamsi Krishna Pendyala; Hessam S. Sarjoughian; Bala Potineni; Edward J. Yellig (CoRR, 2024)