I understand the application of business intelligence and data analytics in companies and industries but there is any application on scientific research
Yes. The answer is simple: scalablity. The entire field of genetics and compuational biology includes many machine learning and BI solutions to solve and conceptually visualize dynamic relationships. Any other scientific disciplines that uses very large datasets on limited computing platforms.