Pith Number

pith:T5RQFQNZ

pith:2019:T5RQFQNZOZCGJUPIQT6FMM3RMS

not attested not anchored not stored refs pending

Performance Advantages of Deep Neural Networks for Angle of Arrival Estimation

Noa Garnett, Oded Bialer, Tom Tirer

arxiv:1902.03569 v2 · 2019-02-10 · eess.SP · cs.LG · cs.SD · eess.AS · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T5RQFQNZOZCGJUPIQT6FMM3RMS}

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	2026-05-17T23:53:49.288472Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9f6302c1b9764464d1e884fc56337164891b9f383f7ce27d84db7148985dbe18

Aliases

arxiv: 1902.03569 · arxiv_version: 1902.03569v2 · doi: 10.48550/arxiv.1902.03569 · pith_short_12: T5RQFQNZOZCG · pith_short_16: T5RQFQNZOZCGJUPI · pith_short_8: T5RQFQNZ

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/T5RQFQNZOZCGJUPIQT6FMM3RMS \
  | 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: 9f6302c1b9764464d1e884fc56337164891b9f383f7ce27d84db7148985dbe18

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "81ee657cf75e8174c41b145d3daa473d16409c5597e5b4c7dde89d1289059cd8",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SD",
      "eess.AS",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2019-02-10T10:33:27Z",
    "title_canon_sha256": "2ad1447df44a13e7709acb837253c3bf953af62887866ee4b5f730598e89ff1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.03569",
    "kind": "arxiv",
    "version": 2
  }
}