Pith Number

pith:7OTHMFFU

pith:2024:7OTHMFFUH62RYFEI7PLVYSGB2C

not attested not anchored not stored refs pending

Meta-Learning Based Optimization for Large Scale Wireless Systems

Bruno Clerckx, Rafael Cerna Loli

arxiv:2407.01823 v2 · 2024-07-01 · eess.SP · 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{7OTHMFFUH62RYFEI7PLVYSGB2C}

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	2026-07-05T08:39:36.820267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fba67614b43fb51c1488fbd75c48c1d08858459373a202e29c337f8053e5d0a1

Aliases

arxiv: 2407.01823 · arxiv_version: 2407.01823v2 · doi: 10.48550/arxiv.2407.01823 · pith_short_12: 7OTHMFFUH62R · pith_short_16: 7OTHMFFUH62RYFEI · pith_short_8: 7OTHMFFU

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/7OTHMFFUH62RYFEI7PLVYSGB2C \
  | 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: fba67614b43fb51c1488fbd75c48c1d08858459373a202e29c337f8053e5d0a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b57e42d95cc21a39b623af4e5e3f86026239b8261708b6a912a85cfe27d0bb5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-07-01T21:45:27Z",
    "title_canon_sha256": "9293ecf877a0dbf1fc0d0822e0e87f3dcf177dbe2cdb730d7535fafcd0800575"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.01823",
    "kind": "arxiv",
    "version": 2
  }
}