37 citations · 47 across the 3 of their papers we have counts for
3 papers
Multiscale Graph Neural Networks for Protein Residue Contact Map Prediction
Kuang Liu, Rajiv K. Kalia, Xinlian Liu +4
Machine learning (ML) is revolutionizing protein structural analysis, including an important subproblem of predicting protein residue contact maps, i.e., which amino-acid residues…
Domain-Specific Compilers for Dynamic Simulations of Quantum Materials on Quantum Computers
Lindsay Bassman, Sahil Gulania, Connor Powers +7
Simulation of the dynamics of quantum materials is emerging as a promising scientific application for noisy intermediate-scale quantum (NISQ) computers. Due to their high gate-erro…
Towards Dynamic Simulations of Materials on Quantum Computers
Lindsay Bassman, Kuang Liu, Aravind Krishnamoorthy +8
A highly anticipated application for quantum computers is as a universal simulator of quantum many-body systems, as was conjectured by Richard Feynman in the 1980s. The last decade…