MODELING NON-STATIONARITY WITH DEEP GAUSSIAN PROCESSES: APPLICATIONS IN AEROSPACE ENGINEERING

• Main Author: Faiz Izzaturrahman, Muhammad
• Format: Theses
• Language: Indonesia
• Subjects: Teknik (Rekayasa, enjinering dan kegiatan berkaitan)
• Online Access: https://digilib.itb.ac.id/gdl/view/80575
• Institution: Institut Teknologi Bandung

Non-stationary responses are prevalent in much of the data sets aerospace engineers face. From the resulting flow variables in a shock-dominated flow to the highly non-linear relationships entailed in an aeroelastic wind turbine simulation. Complex responses calls for a more complex model and wit...