Arya Sattari, a doctoral candidate in Petroleum and Natural Gas Engineering, Statler College, will present their doctoral defense, “Comparative Analysis of Artificial Intelligence and Numerical Reservoir Simulation in Marcellus Shale Wells,” on Monday, November 20, 2023, at 11 a.m. in 301 Mineral Resources Building. Committee Chair: Shahab Mohaghegh