Li Li

Kohn-Sham Equations as Regularizer: Building Prior Knowledge into Machine-Learned Physics

Li Li, Stephan Hoyer, Ryan Pederson et al. · Physical Review Letters · 2021 · 174 citations · Full text

Pure density functional for strong correlation and the thermodynamic limit from machine learning

Li Li, Thomas E. Baker, Steven R. White et al. · Physical review. B./Physical review. B · 2016 · 111 citations · Full text

Continuum Hamiltonians, Engineering, Machine Learning +22

Quantum optimization with a novel Gibbs objective function and ansatz architecture search

Li Li, Minjie Fan, Marc Coram et al. · Physical Review Research · 2020 · 107 citations · Full text

Quantum Science, Engineering, Quantum Computing +13

Learning to Approximate Density Functionals

Bhupalee Kalita, Li Li, Ryan J. McCarty et al. · Accounts of Chemical Research · 2021 · 97 citations

Quantum circuit optimization with deep reinforcement learning

Thomas Fösel, Murphy Yuezhen Niu, Florian Marquardt et al. · arXiv (Cornell University) · 2021 · 77 citations · Full text

Quantum Science, Quantum Circuit Optimization, Engineering +11