Pith Number

pith:BJMASSOV

pith:2026:BJMASSOV3RDAVVQ2SKJJT47SBQ

not attested not anchored not stored refs pending

Drift-Diffusion Matching: Embedding dynamics in latent manifolds of asymmetric neural networks

Alain Goriely, Ram\'on Nartallo-Kaluarachchi, Renaud Lambiotte

arxiv:2602.14885 v2 · 2026-02-16 · cond-mat.dis-nn · cond-mat.stat-mech · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BJMASSOV3RDAVVQ2SKJJT47SBQ}

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	2026-06-04T01:08:45.536904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0a580949d5dc460ad61a929299f3f20c3a3723df9e1d1edaf85a484dec5c9409

Aliases

arxiv: 2602.14885 · arxiv_version: 2602.14885v2 · doi: 10.48550/arxiv.2602.14885 · pith_short_12: BJMASSOV3RDA · pith_short_16: BJMASSOV3RDAVVQ2 · pith_short_8: BJMASSOV

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/BJMASSOV3RDAVVQ2SKJJT47SBQ \
  | 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: 0a580949d5dc460ad61a929299f3f20c3a3723df9e1d1edaf85a484dec5c9409

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0803e22bf7d9c23fad06e96b4bf2979af5e98d5faa6fc859eacf689aa8c281c9",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2026-02-16T16:15:59Z",
    "title_canon_sha256": "31f6fe8758ed1b69d6ab6c549e166a66726cdf440dcf9cece287ca431458f6fe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.14885",
    "kind": "arxiv",
    "version": 2
  }
}