QuantumBFS / QuantumBFS/quantum.harness
[challenge]: Certified spectral gaps for blockaded Rydberg chains
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- 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
- A hierarchy of spectral gap certificates for frustration-free spin systems, Quantum (2026), DOI 10.22331/q-2026-04-13-2065.
- Eisert et al., Lower bounds to variational problems with guarantees, arXiv:2301.06142.
- Kull et al., RG lower bounds, arXiv:2212.03014.
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- 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