AI in the Sciences and Engineering (2024)

Description

AI is having a profound impact on science by accelerating discoveries across physics, chemistry, biology, and engineering. This course presents a highly topical selection of AI applications across these fields. Emphasis is placed on using AI, particularly deep learning, to understand systems modelled by PDEs, and key scientific machine learning concepts and themes are discussed.

Learning objectives

Aware of advanced applications of AI in the sciences and engineering
Familiar with the design, implementation, and theory of these algorithms
Understand the pros/cons of using AI and deep learning for science
Understand key scientific machine learning concepts and themes