Pith Number

pith:JRMBHNGS

pith:2024:JRMBHNGS4JYGXRWUR5BMBBJ6KE

not attested not anchored not stored refs pending

Explicit Flow Matching: On The Theory of Flow Matching Algorithms with Applications

Egor Sevriugov, Gleb Ryzhakov, Ivan Oseledets, Svetlana Pavlova

arxiv:2402.03232 v2 · 2024-02-05 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JRMBHNGS4JYGXRWUR5BMBBJ6KE}

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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

Demystifying Transition Matching: When and Why It Can Beat Flow Matching

Receipt and verification

First computed	2026-07-05T08:38:57.375571Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c5813b4d2e2706bc6d48f42c0853e511544cdd28d66a4dc08375f8b9b09d870

Aliases

arxiv: 2402.03232 · arxiv_version: 2402.03232v2 · doi: 10.48550/arxiv.2402.03232 · pith_short_12: JRMBHNGS4JYG · pith_short_16: JRMBHNGS4JYGXRWU · pith_short_8: JRMBHNGS

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/JRMBHNGS4JYGXRWUR5BMBBJ6KE \
  | 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: 4c5813b4d2e2706bc6d48f42c0853e511544cdd28d66a4dc08375f8b9b09d870

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c995f7bde48636094daf2ac46fa91c525e4ef027e33a1d82704e27e8a6fcf83",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-05T17:45:12Z",
    "title_canon_sha256": "c6a5c1332b9aa19a13ef818183ee8db870734164a1ed71a657d4b7b1d36834aa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03232",
    "kind": "arxiv",
    "version": 2
  }
}