Pith Number

pith:IOX3XGJI

pith:2018:IOX3XGJILO5J7T54KKLEYXYEMG

not attested not anchored not stored refs pending

Model-Driven Deep Learning for Physical Layer Communications

Chao-Kai Wen, Feifei Gao, Geoffrey Ye Li, Hengtao He, Shi Jin, Zongben Xu

arxiv:1809.06059 v2 · 2018-09-17 · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IOX3XGJILO5J7T54KKLEYXYEMG}

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	2026-05-17T23:52:52.227979Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43afbb99285bba9fcfbc52964c5f046185e00179939b22e5df31e38f3cc37d21

Aliases

arxiv: 1809.06059 · arxiv_version: 1809.06059v2 · doi: 10.48550/arxiv.1809.06059 · pith_short_12: IOX3XGJILO5J · pith_short_16: IOX3XGJILO5J7T54 · pith_short_8: IOX3XGJI

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/IOX3XGJILO5J7T54KKLEYXYEMG \
  | 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: 43afbb99285bba9fcfbc52964c5f046185e00179939b22e5df31e38f3cc37d21

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ca937998909643c74e85d86b62e39f7436e4596108230dcb01f68bc3870b299",
    "cross_cats_sorted": [
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2018-09-17T07:52:58Z",
    "title_canon_sha256": "388962af818cda810978fbbba1eb2c5a38c78acda321b77c40c2d81e32b9c231"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.06059",
    "kind": "arxiv",
    "version": 2
  }
}