Research/ SPACE AI & AUTONOMY
Exploring the Application of Machine Learning in Space Exploration
Dr. Rajiv Menon
Autonomy, Task Planning & OperationsOpenAlex keyword: autonomous decision-making systems · Learning-based Methodstext match
Machine learning (ML) has become a transformative tool in various scientific fields, and its applications in space exploration are increasingly significant. This article explores how ML technologies are utilized to enhance space missions, ranging from data analysis and autonomous spacecraft navigation to predictive maintenance and the identification of exoplanets. By leveraging vast amounts of data collected from space, ML algorithms provide valuable insights, optimize mission parameters, and support autonomous decision-making systems. This article examines these applications and discusses future directions in ML for space exploration.