Pith. sign in
Pith Number

pith:ZGQ7YZLH

pith:2026:ZGQ7YZLHGTSZNPZNRDPBHWJ3RM
not attested not anchored not stored refs pending

DreamQAS: Learning a Decision-Useful World Model for VQE-Efficient Quantum Architecture Search

Azadeh Alavi, Jiayang Niu, Jie Li, Ke Deng, Muhammad Usman, Yan Wang, Yongli Ren

arxiv:2607.29491 v1 · 2026-07-31 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ZGQ7YZLHGTSZNPZNRDPBHWJ3RM}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-08-03T01:35:56.790005Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

c9a1fc656734e596bf2d88de13d93b8b137e0b8409035e3198c933ad904ccfc5

Aliases

arxiv: 2607.29491 · arxiv_version: 2607.29491v1 · doi: 10.48550/arxiv.2607.29491 · pith_short_12: ZGQ7YZLHGTSZ · pith_short_16: ZGQ7YZLHGTSZNPZN · pith_short_8: ZGQ7YZLH
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ZGQ7YZLHGTSZNPZNRDPBHWJ3RM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: c9a1fc656734e596bf2d88de13d93b8b137e0b8409035e3198c933ad904ccfc5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b21363b0a74e97de6228da410451d36b500f7ead121901915cc2a2b5d0be693d",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-31T14:58:23Z",
    "title_canon_sha256": "62e5fc82b45a4add42f1227bb4516d271e0147cbee4d218b4d9dd0e6a1243aa1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.29491",
    "kind": "arxiv",
    "version": 1
  }
}