Pith Number

pith:GPK2CM3G

pith:2024:GPK2CM3GDUV7R3SMVW7CDM3OW3

not attested not anchored not stored refs pending

Analysis of Hardware Synthesis Strategies for Machine Learning in Collider Trigger and Data Acquisition

Abhilasha Dave, Haoyi Jia, Julia Gonski, Ryan Herbst

arxiv:2411.11678 v1 · 2024-11-18 · physics.ins-det · cs.AR · cs.LG · hep-ex

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GPK2CM3GDUV7R3SMVW7CDM3OW3}

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.

Cited by

1 paper in Pith

Design Rules for Extreme-Edge Scientific Computing on AI Engines

Receipt and verification

First computed	2026-07-05T09:36:59.301309Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33d5a133661d2bf8ee4cadbe21b36eb6e5f39e192d57cb26c03d90953b0fc7bc

Aliases

arxiv: 2411.11678 · arxiv_version: 2411.11678v1 · doi: 10.48550/arxiv.2411.11678 · pith_short_12: GPK2CM3GDUV7 · pith_short_16: GPK2CM3GDUV7R3SM · pith_short_8: GPK2CM3G

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/GPK2CM3GDUV7R3SMVW7CDM3OW3 \
  | 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: 33d5a133661d2bf8ee4cadbe21b36eb6e5f39e192d57cb26c03d90953b0fc7bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13f489f53b2aba37c6bf084bed49c982e6c79f7b421a465eb2323ba796289ed2",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.LG",
      "hep-ex"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ins-det",
    "submitted_at": "2024-11-18T15:59:30Z",
    "title_canon_sha256": "49c53743b9819899ddccd108658b1742aa715e74aef9bec9c99448aaffb762f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.11678",
    "kind": "arxiv",
    "version": 1
  }
}