Unbiasing fermionic auxiliary-field quantum Monte Carlo with matrix product state trial wavefunctions

T Jiang, B O'Gorman, A Mahajan, J Lee - Physical Review Research, 2025 - APS
In this work, we report, for the first time, an implementation of fermionic auxiliary-field
quantum Monte Carlo (AFQMC) using matrix product state (MPS) trial wavefunctions …

Quantum Computing Approach to Fixed-Node Monte Carlo Using Classical Shadows

NS Blunt, L Caune… - Journal of Chemical …, 2024 - ACS Publications
Quantum Monte Carlo (QMC) methods are powerful approaches for solving electronic
structure problems. Although they often provide high-accuracy solutions, the precision of …

Improved modularity and new features in ipie: Toward even larger AFQMC calculations on CPUs and GPUs at zero and finite temperatures

T Jiang, MKA Baumgarten, PF Loos… - The Journal of …, 2024 - pubs.aip.org
ipie is a Python-based auxiliary-field quantum Monte Carlo (AFQMC) package that has
undergone substantial improvements since its initial release [Malone et al., J. Chem. Theory …

Walking through Hilbert space with quantum computers

T Jiang, J Zhang, MKA Baumgarten, MF Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Computations of chemical systems' equilibrium properties and non-equilibrium dynamics
have been suspected of being a" killer app" for quantum computers. This review highlights …

Classical Shadows with Improved Median-of-Means Estimation

W Fu, DE Koh, ST Goh, JF Kong - arxiv preprint arxiv:2412.03381, 2024 - arxiv.org
The classical shadows protocol, introduced by Huang et al.[Nat. Phys. 16, 1050 (2020)],
makes use of the median-of-means (MoM) estimator to efficiently estimate the expectation …

GPU-accelerated Auxiliary-field quantum Monte Carlo with multi-Slater determinant trial states

Y Huang, Z Guo, HQ Pham, D Lv - arxiv preprint arxiv:2406.08314, 2024 - arxiv.org
The accuracy of phaseless auxiliary-field quantum Monte Carlo (ph-AFQMC) can be
systematically improved with better trial states. Using multi-Slater determinant trial states, ph …