New physics-based machine-learning method speeds search for 2D quantum materials

Researchers at The University of Manchester have developed a new computational approach to help identify two-dimensional ...
Eureka

New ML Framework Helps Identify Flat‑Band Materials With Greater Accuracy

A new physics‑informed machine‑learning method could help researchers identify two‑dimensional materials with unusual ...
The University of Manchester

New learning tool speeds up search for 2D quantum materials

This research was published in the journal Science Advances.Discovery of flat-band 2D materials via physics-informed scoring ...
University of Manchester

MPhys Physics with Theoretical Physics

Explore our campus, meet lecturers and current students, and learn more about what it's like to study at Manchester. Develop at a Department associated with no fewer than 13 Nobel Prize winners, ...
Morningstar

University of Manchester Techbio Spin-Out Secures £5 Million to Deploy Quantum Physics, AI Modelling, and Highly Automated Labs to Power Next Gen Enzyme Engineering

Imperagen, a Manchester-based techbio company using AI and quantum physics to engineer better enzymes faster, has closed a £5 million seed funding round led by PXN Ventures with participation from ...
Nature

The Lancaster-Manchester-Sheffield Consortium for Fundamental Physics (CFP)

The Lancaster-Manchester-Sheffield Consortium for Fundamental Physics (CFP) has the following research output in the current window (1 February 2025 - 31 January 2026) of the Nature Index. Click on ...