Roman Kostal received his master's degree in Applied Mathematics and Scientific Computing from the University of Vienna in 2023. He joined the Institute for Microelectronics as a doctoral candidate in 2024 where he is working on semiconductor process simulation. His research is focused on predicting topography evolution and geometry generation based on chamber parameters using machine learning approaches.