Research area Statistical Physics & Machine Learning

Harnessing the physics of complex systems

Statistical Physics and Machine Learning

This research focuses on complex systems characterized by emergent collective phenomena such as critical behaviour, learning, and self-organisation.

About

This cluster uses and develops statistical physics and machine learning to design materials that can undergo dramatic and controllable changes in their properties, develop new methodologies to accurately compute long range intermolecular forces, understand collective behaviors in interacting living systems, design efficient and reliable quantum and classical computing schemes.

Research groups