Pith Number

pith:6DKHJDP5

pith:2021:6DKHJDP5JD76AAGF3UMVYCFY6I

not attested not anchored not stored refs pending

Learning particle swarming models from data with Gaussian processes

Charles Kulick, Jinchao Feng, Sui Tang, Yunxiang Ren

arxiv:2106.02735 v4 · 2021-06-04 · stat.ML · cs.LG · cs.NA · math.NA · math.ST · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6DKHJDP5JD76AAGF3UMVYCFY6I}

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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

Learning interacting particle systems from unlabeled data

Receipt and verification

First computed	2026-07-05T05:48:30.601023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0d4748dfd48ffe000c5dd195c08b8f207e27eaf4dacbe90591717b80fc303d7

Aliases

arxiv: 2106.02735 · arxiv_version: 2106.02735v4 · doi: 10.48550/arxiv.2106.02735 · pith_short_12: 6DKHJDP5JD76 · pith_short_16: 6DKHJDP5JD76AAGF · pith_short_8: 6DKHJDP5

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/6DKHJDP5JD76AAGF3UMVYCFY6I \
  | 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: f0d4748dfd48ffe000c5dd195c08b8f207e27eaf4dacbe90591717b80fc303d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "706acaaf0e840da10a5f9118a1cb874e0a69b7d6d8842b8a5eaf933a513509ff",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-06-04T22:00:53Z",
    "title_canon_sha256": "9621520026dc90344f551bf71bc373fef43a3b7e68db3096dd6531b043dc135d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.02735",
    "kind": "arxiv",
    "version": 4
  }
}