3
program roles
12
collaborators
2022–2026
years active
Contributions
QIP QCrypt TQC talk poster presenter award · △program ◇steering ○organizing · filled = chair
4 Talks
| Title | Conference | Type | Co-authors |
|---|---|---|---|
| Time-dependent Hamiltonian Simulation via Magnus Expansion: Algorithms and Discrete Superconvergence for unbounded Hamiltonians | TQC 2025 | regular | Yonah Borns-Weil, Diyi Liu, Rahul Sarkar, Jiaqi Zhang |
| Learning many-body Hamiltonians with Heisenberg-limited scaling | QIP 2023 | plenary_short | ▸Hsin-Yuan Robert Huang, Yu Tong, Yuan Su |
|
Going beyond the scale: Uniform observable error bounds for Trotter formulae in the semiclassical regime ↗
|
TQC 2023 | regular ▸ presenter | Yonah Borns-Weil |
By no fast-forwarding theorem, the simulation time for the Hamiltonian evolution needs to be Ør(|H| t), which essentially states that one can not go across the multiple scales as the simulation time for the Hamiltonian evolution needs to be strictly greater than the physical time. We demonstrated in the context of the semiclassical Schrödinger equation that the computational cost for a class of observables can be much lower than the state-of-the-art bounds. In the semiclassical regime (the effective Planck constant h łl 1), the operator norm of the Hamiltonian is Ør(h^-1). We show that the number of Trotter steps used for the observable evolution can be Ør(1), that is, to simulate some observables of the Schrödinger equation on a quantum scale only takes the simulation time comparable to the classical scale. In terms of error analysis, we improve the additive observable error bounds [Lasser-Lubich 2020] to uniform-in-h observable error bounds. This is, to our knowledge, the first uniform observable error bound for semiclassical Schr"odinger equation without sacrificing the convergence order of the numerical method. Based on semiclassical calculus and discrete microlocal analysis, our result showcases the potential improvements taking advantage of multiscale properties, such as the smallness of the effective Planck constant, of the underlying dynamics and sheds light on going across the scale for quantum dynamics simulation. |
|||
| Time-dependent Hamiltonian Simulation of Highly Oscillatory Dynamics and superconvergence for the Schrödinger equation | TQC 2022 | regular ▸ presenter | Dong An, Lin Lin |
4 Posters
| Title | Conference | Co-authors |
|---|---|---|
| On the Trotter Error in Many-body Quantum Dynamics with Coulomb Potentials | TQC 2026 | Xiaoxu Wu, Avy Soffer |
Efficient simulation of many-body quantum systems is central to advances in physics, chemistry, and quantum computing, with a key question being whether the simulation cost scales polynomially with the system size. In this work, we analyze many-body quantum systems with Coulomb interactions, which are fundamental to electronic and molecular systems. We prove that Trotterization for such unbounded Hamiltonians achieves a $1/4$-order convergence rate, with explicit polynomial dependence on the number of particles. The result holds for all initial wavefunctions in the domain of the Hamiltonian, and the $1/4$-order convergence rate is optimal, as previous work has numerically demonstrated that it can be saturated by a specific initial ground state. The main challenges arise from the many-body structure and the singular nature of the Coulomb potential. Our proof strategy differs from prior state-of-the-art Trotter analyses, addressing both difficulties in a unified framework. Our analysis treats the Coulomb potential as an unbounded operator without modification or regularization, and does not rely on spatial discretization, making it compatible with both first- and second-quantized circuit constructions. |
||
| High-order Magnus Expansion for Hamiltonian Simulation | TQC 2026 | Diyi Liu, Shuchen Zhu |
Efficient simulation of quantum dynamics with time-dependent Hamiltonians is important not only for time-varying systems but also for time-independent Hamiltonians in the interaction picture. Such simulations are more challenging than their time-independent counterparts due to the complexity introduced by time ordering. Existing algorithms that aim to capture commutator-based scaling either exhibit polynomial cost dependence on the Hamiltonian’s time derivatives or are limited to low-order accuracy. In this work, we establish the general commutator-scaling error bounds for the truncated Magnus expansion at arbitrary order, where only Hamiltonian terms appear in the nested commutators, with no time derivatives involved. Building on this analysis, we design a high-order quantum algorithm with explicit circuit constructions. The algorithm achieves cost scaling with the commutator structure in the high-precision regime and depends only logarithmically on the Hamiltonian’s time variation, making it efficient for general time-dependent settings, including the interaction picture. |
||
| Time-dependent Hamiltonian Simulation via Magnus Expansion: Algorithm and Superconvergence | QIP 2025 | Diyi Liu, Rahul Sarkar |
| Going beyond the scale: Uniform observable error bounds for Trotter formulae in the semiclassical regime | QIP 2023 | Yonah Borns-Weil |
Committee service
| Conference | Committee | Position | Title |
|---|---|---|---|
| QIP 2025 | program | member | — |
| TQC 2025 | program | member | — |
| QIP 2024 | program | member | — |
Collaborators
| Co-author | Joint talks |
|---|---|
| Diyi Liu | 3 |
| Yonah Borns-Weil | 3 |
| Rahul Sarkar | 2 |
| Avy Soffer | 1 |
| Dong An | 1 |
| Hsin-Yuan Robert Huang | 1 |
| Jiaqi Zhang | 1 |
| Lin Lin | 1 |
| Shuchen Zhu | 1 |
| Xiaoxu Wu | 1 |
| Yu Tong | 1 |
| Yuan Su | 1 |