New preprint: symmetry- and property-aware crystal generation with reinforcement learning (SPARC) for inverse materials design. Congratulations, Ting-Wei! →
Qimin joins the Editorial Board of Journal of AI-Driven Materials Research.
New preprints on point-group equivariant graph neural networks (Alex) and a multi-scale machine learning framework for coupled chemical, spin, and structural disorder in alloys (Zhenyao). →
Qimin organizes the Principles and Applications of Symmetry in Magnetism (PASM) Summer School.
Our perspective on the predictive design of quantum defects for next-generation quantum technologies is published in Communications Materials. Congratulations, Zhenyao! →
The work on accurate prediction of tensorial spectra using equivariant graph neural networks (TSENN) is published in Nature Communications. Congratulations, Ting-Wei! →
New course: PHYS 4211 Artificial Intelligence in Physical Science.
The crystal hypergraph convolutional networks work is published in npj Computational Materials. Congratulations, Alex! →
The machine learning framework for ensemble properties of atomically disordered materials is published in ACS Nano. Congratulations, Zhenyao! →
Our collaborative work with Tongcang Li's group on coherent spins in the van der Waals semiconductor GeS2 at ambient conditions is published in Nano Letters. →
Our collaborative work with C.-K. Shih's group on point defect interactions in WS2 monolayers is published in ACS Nano. →
Our dataset of tensorial optical and transport properties of materials from the Wannier function method is published in Scientific Data. Congratulations, Zhenyao and Ting-Wei! →
The work bridging deep learning force fields and electronic structures (WANDER) is published in npj Computational Materials. Congratulations, Yubo! →
Weiyi Gong successfully defends the PhD thesis. Congratulations, Dr. Gong!
The work on persistent homology features for defect formation energy prediction is published in Chemistry of Materials. Congratulations, Zhenyao! →
Our collaborative work with Shenqiang Ren's group on chiral molecular magnet superstructures with light control is published in Nano Letters. →
Our collaborative work with Deep Jariwala's group on confinement of excited states in two-dimensional in-plane quantum heterostructures is published in Nature Communications. →
The work on predicting configurational disorder properties with graph neural networks is published in npj Computational Materials. Congratulations, Zhenyao! →
Our collaborative work with Shenqiang Ren's group on magnet-in-ferroelectric crystals exhibiting photomultiferroicity is published in PNAS. →
Our perspective, The Case for a Defect Genome Initiative, is published in Advanced Materials. →
Our collaborative work on bilayer kagome borophene with multiple van Hove singularities is published in Advanced Science. →
The pressure-controlled magnetism in 2D molecular layers work is published in Nature Communications. Congratulations, Jeng-Yuan! →
Yubo Qi will start his faculty career at the University of Alabama at Birmingham. Congratulations!
The group moves to the Department of Physics at Northeastern University.
The antisite defect qubits in monolayer TMDs work is published in Nature Communications. Congratulations, Jeng-Yuan! →