Pith Number

pith:3QKAY45H

pith:2020:3QKAY45HEIMGXQSLWW6BJDR2SU

not attested not anchored not stored refs pending

Graph Neural Networks for Massive MIMO Detection

Andrea Scotti, Dong Liu, Jinliang Huang, Karl Gafvert, Nima N. Moghadam

arxiv:2007.05703 v1 · 2020-07-11 · 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{3QKAY45HEIMGXQSLWW6BJDR2SU}

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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.

Cited by

1 paper in Pith

GD4: Graph-based Discrete Denoising Diffusion for MIMO Detection

Receipt and verification

First computed	2026-07-05T01:18:05.951746Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc140c73a722186bc24bb5bc148e3a9522bd642e234e7a1bdf1bde787e208143

Aliases

arxiv: 2007.05703 · arxiv_version: 2007.05703v1 · doi: 10.48550/arxiv.2007.05703 · pith_short_12: 3QKAY45HEIMG · pith_short_16: 3QKAY45HEIMGXQSL · pith_short_8: 3QKAY45H

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/3QKAY45HEIMGXQSLWW6BJDR2SU \
  | 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: dc140c73a722186bc24bb5bc148e3a9522bd642e234e7a1bdf1bde787e208143

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af04336f6afb776d51de98f44f3816ce376b632423cb85d7141989491d91bef1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-07-11T07:34:56Z",
    "title_canon_sha256": "04ef55522644a2e9aaf7840e5a619d87b52af7e5b3cc005b985d3ca47e6718fa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.05703",
    "kind": "arxiv",
    "version": 1
  }
}