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20112026
most cited86 PFLOPS Deep Potential Molecular Dynamics simulation of 100 million atoms with ab initio accuracy

242 citations · 2.4k across the 82 of their papers we have counts for

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Showing 2021Show all

6 papers · 1 filter

physics.comp-ph2021★ 21 cited

Explicitly antisymmetrized neural network layers for variational Monte Carlo simulation

Jeffmin Lin, Gil Goldshlager, Lin Lin

The combination of neural networks and quantum Monte Carlo methods has arisen as a path forward for highly accurate electronic structure calculations. Previous proposals have combi…

quant-ph2021★ 67 cited

A theory of quantum subspace diagonalization

Ethan N. Epperly, Lin Lin, Yuji Nakatsukasa

Quantum subspace diagonalization methods are an exciting new class of algorithms for solving large\rev{-}scale eigenvalue problems using quantum computers. Unfortunately, these met…

physics.comp-ph2021★ 10 cited

Unified analysis of finite-size error for periodic Hartree-Fock and second order Møller-Plesset perturbation theory

Xin Xing, Xiaoxu Li, Lin Lin

Despite decades of practice, finite-size errors in many widely used electronic structure theories for periodic systems remain poorly understood. For periodic systems using a genera…

math.NA2021★ 4 cited

Parallel transport dynamics for mixed quantum states with applications to time-dependent density functional theory

Dong An, Di Fang, Lin Lin

Direct simulation of the von Neumann dynamics for a general (pure or mixed) quantum state can often be expensive. One prominent example is the real-time time-dependent density func…

quant-ph2021★ 190 cited

Heisenberg-limited ground state energy estimation for early fault-tolerant quantum computers

Lin Lin, Yu Tong

Under suitable assumptions, the quantum phase estimation (QPE) algorithm is able to achieve Heisenberg-limited precision scaling in estimating the ground state energy. However, QPE…

physics.comp-ph2021★ 1 cited

Staggered mesh method for correlation energy calculations of solids: Second order Møller-Plesset perturbation theory

Xin Xing, Xiaoxu Li, Lin Lin

The calculation of the MP2 correlation energy for extended systems can be viewed as a multi-dimensional integral in the thermodynamic limit, and the standard method for evaluating…