Pith Number

pith:JVTYEPBJ

pith:2021:JVTYEPBJAS4GWFN4CVSRTW3V3K

not attested not anchored not stored refs pending

Deep Learning Aided Packet Routing in Aeronautical Ad-Hoc Networks Relying on Real Flight Data: From Single-Objective to Near-Pareto Multi-Objective Optimization

Dong Liu, Jiankang Zhang, Jingjing Cui, Lajos Hanzo, Robert G. Maunder, Soon-Xin Ng

arxiv:2110.15145 v1 · 2021-10-28 · cs.NI · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JVTYEPBJAS4GWFN4CVSRTW3V3K}

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	2026-07-05T03:26:52.150013Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d67823c2904b86b15bc156519db75da8933396af398f3a749739048e0d68007

Aliases

arxiv: 2110.15145 · arxiv_version: 2110.15145v1 · doi: 10.48550/arxiv.2110.15145 · pith_short_12: JVTYEPBJAS4G · pith_short_16: JVTYEPBJAS4GWFN4 · pith_short_8: JVTYEPBJ

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/JVTYEPBJAS4GWFN4CVSRTW3V3K \
  | 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: 4d67823c2904b86b15bc156519db75da8933396af398f3a749739048e0d68007

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "686776b62d895ca01df3d66111f9331ea019b0e30685f694699e523c636838db",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2021-10-28T14:18:22Z",
    "title_canon_sha256": "6cd1fd38e470feae77902268e5905b10a0bdb37ef1acfcdc619cc06b2ee77dd5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.15145",
    "kind": "arxiv",
    "version": 1
  }
}