Pith Number

pith:YOUUEM5C

pith:2025:YOUUEM5CDPDKF2JR57GSOBHMY3

not attested not anchored not stored refs pending

Robust Deep Learning-Based Physical Layer Communications: Strategies and Approaches

Chen Zhu, Chongwen Huang, Fenghao Zhu, M\'erouane Debbah, Tierui Gong, Xiaoming Chen, Xinquan Wang, Zhaohui Yang, Zhaoyang Zhang

arxiv:2505.01234 v1 · 2025-05-02 · cs.IT · eess.SP · 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{YOUUEM5CDPDKF2JR57GSOBHMY3}

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	2026-07-05T11:18:42.793249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c3a94233a21bc6a2e931efcd2704ecc6efff477c81bb55910425eadeaf20a7c4

Aliases

arxiv: 2505.01234 · arxiv_version: 2505.01234v1 · doi: 10.48550/arxiv.2505.01234 · pith_short_12: YOUUEM5CDPDK · pith_short_16: YOUUEM5CDPDKF2JR · pith_short_8: YOUUEM5C

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/YOUUEM5CDPDKF2JR57GSOBHMY3 \
  | 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: c3a94233a21bc6a2e931efcd2704ecc6efff477c81bb55910425eadeaf20a7c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e2fb49ceb416171ffc6da499620b1da848142e5744dc6b0c6748d67c7f7347f",
    "cross_cats_sorted": [
      "eess.SP",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2025-05-02T12:45:26Z",
    "title_canon_sha256": "8cde8a91a49dc173a59b5aee1558c5766c315903b0f04ee54eda769377b08d4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01234",
    "kind": "arxiv",
    "version": 1
  }
}