Pith Number

pith:7J2MXKWL

pith:2024:7J2MXKWLK4BL3BFU4NM6DENIX2

not attested not anchored not stored refs pending

Large Vision Model-Enhanced Digital Twin with Deep Reinforcement Learning for User Association and Load Balancing in Dynamic Wireless Networks

Wei Xu, Xiaohu You, Zhenyu Tao

arxiv:2410.07611 v2 · 2024-10-10 · cs.LG · cs.SY · eess.SY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7J2MXKWLK4BL3BFU4NM6DENIX2}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T11:03:52.356000Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa74cbaacb5702bd84b4e359e191a8bea742ede43c074cc3e4966bb0fc64f201

Aliases

arxiv: 2410.07611 · arxiv_version: 2410.07611v2 · doi: 10.48550/arxiv.2410.07611 · pith_short_12: 7J2MXKWLK4BL · pith_short_16: 7J2MXKWLK4BL3BFU · pith_short_8: 7J2MXKWL

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/7J2MXKWLK4BL3BFU4NM6DENIX2 \
  | 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: fa74cbaacb5702bd84b4e359e191a8bea742ede43c074cc3e4966bb0fc64f201

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8e8c8591b328d375e9f83bd5b3ad7d702c36e81f3042b74aa1bbb5c38a9896f8",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-10T04:54:48Z",
    "title_canon_sha256": "245934f50428851d3d511ea1f48d9a936b69737da0ea8cbd8dd13f8ff7c7f686"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07611",
    "kind": "arxiv",
    "version": 2
  }
}