Pith Number

pith:YWMLHLH6

pith:2022:YWMLHLH6Z4SZXUT33I3CAJZZM3

not attested not anchored not stored refs pending

Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation

Akash Doshi, Jeffrey G. Andrews, Manan Gupta

arxiv:2205.12445 v1 · 2022-05-25 · eess.SP · 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{YWMLHLH6Z4SZXUT33I3CAJZZM3}

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	2026-07-05T04:26:25.742215Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c598b3acfecf259bd27bda3620273966dddb209ea1e06234e5112b45fba04a64

Aliases

arxiv: 2205.12445 · arxiv_version: 2205.12445v1 · doi: 10.48550/arxiv.2205.12445 · pith_short_12: YWMLHLH6Z4SZ · pith_short_16: YWMLHLH6Z4SZXUT3 · pith_short_8: YWMLHLH6

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/YWMLHLH6Z4SZXUT33I3CAJZZM3 \
  | 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: c598b3acfecf259bd27bda3620273966dddb209ea1e06234e5112b45fba04a64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "148e84abe7d1b377d3bba8c9f85fd31fc5688cb2789abaf43038fbb7775693e2",
    "cross_cats_sorted": [
      "cs.IT",
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2022-05-25T02:26:34Z",
    "title_canon_sha256": "832da04d185cdb1ecf61e54a71dc40ac0c6c9dd8eb221197b952e15a0279d960"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12445",
    "kind": "arxiv",
    "version": 1
  }
}