Data Science & AI

Research in Data Science and Artificial Intelligence in the School of Science and Technology at IE University focuses on applying cutting-edge computational techniques to address complex challenges across various fields. The research encompasses using deep learning and machine learning models to enhance data analysis, particularly in areas like structural biology and neuroscience. By leveraging techniques such as tensor methods, manifold learning, and probabilistic graphical models, researchers aim to optimize data-driven decision-making and improve model efficiency. This work also extends to developing innovative approaches for causal discovery, sensitivity analysis, and adaptive systems. Applications span a range of domains, including healthcare, environmental sustainability, and optimizing operations, highlighting the practical impact of AI research in improving processes and solving real-world problems.