QuantumBFS / QuantumBFS/quantum.harness

[challenge]: Certified spectral gaps for blockaded Rydberg chains

Open
#233 0 comments 0 reactions 0 assignees View on GitHub

Nobody has claimed this yet.

accepted autoresearch challenge
Dominant language
Python
Stars
66
Forks
93
PR merge metrics
No merged PRs in 30d

Description

Released by

Jie Wang (AMSS, Chinese Academy of Sciences) & Jin-Guo Liu (Hong Kong University of Science and Technology (Guangzhou))

Contact email

cacate0129@gmail.com

Method

Other

Challenge issue

Difficulty:(rated by Jie Wang)

Background

SDP hierarchies now certify spectral gaps — not just energies — for frustration-free spin systems (Quantum 10.22331/q-2026-04-13-2065). PXP-type blockade-constrained Rydberg chains, central to neutral-atom quantum simulation and QEC, sit just outside the frustration-free assumptions; no certified gap statements exist for them.

Research objective

Adapt the gap-certificate hierarchy to the Pauli/projector algebra of blockade-constrained chains: express blockade constraints as localizing constraints, exploit translation invariance (arXiv:2301.06142, arXiv:2212.03014), and produce the first certified gap/gaplessness windows for experimentally relevant neutral-atom Hamiltonians across their parameter space.

Verification plan

  • Success gate: certified gap lower bounds that (i) contain the exact-diagonalization gap for all system sizes n ≤ 20 (containment against ground truth) and (ii) remain bounded away from zero in the thermodynamic-limit relaxation over a stated parameter window, with exportable, independently checkable certificates.
  • Hope signal: certificates work deep in the blockade regime but degrade near criticality — the degradation curve is itself physics.
  • Pivot signal: gap certificates never beat trivial bounds at reachable levels — document the constraint-algebra obstruction and stop.

Why this may lead to research output

Certified gap bounds for PXP-class models would be directly cited by the neutral-atom community (adiabatic protocols, scar physics, QEC proposals) — a proof-grade contribution to an experimentally hot platform.

References

  1. A hierarchy of spectral gap certificates for frustration-free spin systems, Quantum (2026), DOI 10.22331/q-2026-04-13-2065.
  2. Eisert et al., Lower bounds to variational problems with guarantees, arXiv:2301.06142.
  3. Kull et al., RG lower bounds, arXiv:2212.03014.

Contributor guide

No contributing guide indexed for this repository

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

No files, tests, or entry points are named. Start by reading the cited spectral-gap and variational-bound references, then locate the repository's SDP hierarchy and exact-diagonalization components before determining how blockade constraints could be represented. Done means producing independently checkable certificates that meet the stated n ≤ 20 containment and thermodynamic-limit verification gates, or documenting the obstruction if the pivot signal occurs.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
tooling
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
25/100

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.