Efficient and practical Hamiltonian simulation from time-dependent product formulas
arXiv:2403.08729 · doi:10.1038/s41467-025-57580-5
Abstract
In this work we propose an approach for implementing time-evolution of a quantum system using product formulas. The quantum algorithms we develop have provably better scaling (in terms of gate complexity and circuit depth) than a naive application of well-known Trotter formulas, for systems where the evolution is determined by a Hamiltonian with different energy scales (i.e., one part is "large" and another part is "small"). Our algorithms generate a decomposition of the evolution operator into a product of simple unitaries that are directly implementable on a quantum computer. Although the theoretical scaling is suboptimal compared with state-of-the-art algorithms (e.g., quantum signal processing), the performance of the algorithms we propose is highly competitive in practice. We illustrate this via extensive numerical simulations for several models. For instance, in the strong-field regime of the 1D transverse-field Ising model, our algorithms achieve an improvement of one order of magnitude in both the system size and evolution time that can be simulated with a fixed budget of 1000 arbitrary 2-qubit gates, compared with standard Trotter formulas.
39 pages, 14 figures, 4 tables
References in corpus (21)
- Quantum Spin Liquid States
- The Magnus expansion and some of its applications
- Optimal Hamiltonian Simulation by Quantum Signal Processing
- Quantum criticality in an Ising chain: experimental evidence for emergent E8 symmetry
- Efficient quantum algorithms for simulating sparse Hamiltonians
- Dynamical quantum phase transitions: a review
- Toward the first quantum simulation with quantum speedup
- On the relationship between continuous- and discrete-time quantum walk
- Classical simulation of noninteracting-fermion quantum circuits
- Quantum simulation of time-dependent Hamiltonians and the convenient illusion of Hilbert space
- Nearly optimal lattice simulation by product formulas
- Quantum algorithm for simulating real time evolution of lattice Hamiltonians
- Classically optimized Hamiltonian simulation
- Optimized Forest-Ruth- and Suzuki-like algorithms for integration of motion in many-body systems
- Bound states and E_8 symmetry effects in perturbed quantum Ising chains
- Hamiltonian Simulation in the Interaction Picture
- Hamiltonian simulation with random inputs
- Optimised Trotter Decompositions for Classical and Quantum Computing
- Glide symmetry breaking and Ising criticality in the quasi-1D magnet CoNbO
- Disorder-assisted error correction in Majorana chains
- Optimal compression of quantum many-body time evolution operators into brickwall circuits
Cited by in corpus (8)
- Block encoding bosons by signal processing
- Time-dependent Hamiltonian Simulation via Magnus Expansion: Algorithm and Superconvergence
- Statistics of topological defects across a phase transition in a digital superconducting quantum processor
- Unifying framework for quantum simulation algorithms for time-dependent Hamiltonian dynamics
- Chemically Motivated Simulation Problems are Efficiently Solvable by a Quantum Computer
- Prospects for NMR Spectral Prediction on Fault-Tolerant Quantum Computers
- Quantum Computing Beyond Ground State Electronic Structure: A Review of Progress Toward Quantum Chemistry Out of the Ground State
- Discrete Superconvergence Analysis for Quantum Magnus Algorithms of Unbounded Hamiltonian Simulation