Pith Number

pith:7NYAA3EU

pith:2023:7NYAA3EUJGTPBC5Y6YCXOL77JS

not attested not anchored not stored refs pending

DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms

Arman Afrasiyabi, Charles Xu, Dhananjay Bhaskar, Guy Wolf, Maximilian Nickel, Michael Perlmutter, Oluwadamilola Fasina, Siddharth Viswanath, Smita Krishnaswamy, Xingzhi Sun, Yanlei Zhang

arxiv:2309.09924 v5 · 2023-09-18 · cs.LG · eess.SP · 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{7NYAA3EUJGTPBC5Y6YCXOL77JS}

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	2026-07-05T11:09:57.126329Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb70006c9449a6f08bb8f605772fff4c83773d6864ba14ac49ac0510a299eb91

Aliases

arxiv: 2309.09924 · arxiv_version: 2309.09924v5 · doi: 10.48550/arxiv.2309.09924 · pith_short_12: 7NYAA3EUJGTP · pith_short_16: 7NYAA3EUJGTPBC5Y · pith_short_8: 7NYAA3EU

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/7NYAA3EUJGTPBC5Y6YCXOL77JS \
  | 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: fb70006c9449a6f08bb8f605772fff4c83773d6864ba14ac49ac0510a299eb91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aea46b92683b309dc53d925ab269efda986989541fefdedf0d97c864ed1ac1a9",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-18T16:39:51Z",
    "title_canon_sha256": "415d9d61f392cec4cb2f7f4c1bf368f50d831a7a4239b6e99f51aa1c50d5b76d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.09924",
    "kind": "arxiv",
    "version": 5
  }
}