Pith Number

pith:QRSTELTZ

pith:2025:QRSTELTZYZZOWB3PBLNQ4TAEUY

not attested not anchored not stored refs pending

Scale-Adaptive Generative Flows for Multiscale Scientific Data

Eric Vanden-Eijnden, Yifan Chen

arxiv:2509.02971 v2 · 2025-09-03 · stat.ML · cs.LG · cs.NA · math.NA · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QRSTELTZYZZOWB3PBLNQ4TAEUY}

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

5 papers in Pith

Variational Optimality of F\"ollmer Processes in Generative Diffusions

The critical slowing down in diffusion models

The finite expression method for turbulent dynamics with high-order moment recovery

Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference

Receipt and verification

First computed	2026-06-05T01:15:15.769102Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8465322e79c672eb076f0adb0e4c04a632ab30150dc97017e817f88fbbe9c3f6

Aliases

arxiv: 2509.02971 · arxiv_version: 2509.02971v2 · doi: 10.48550/arxiv.2509.02971 · pith_short_12: QRSTELTZYZZO · pith_short_16: QRSTELTZYZZOWB3P · pith_short_8: QRSTELTZ

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/QRSTELTZYZZOWB3PBLNQ4TAEUY \
  | 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: 8465322e79c672eb076f0adb0e4c04a632ab30150dc97017e817f88fbbe9c3f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e86a39449f95d6264510bd58f4204fd78ef53b3c9bb45052a2b271cbf5143fd",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA",
      "math.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-09-03T03:17:49Z",
    "title_canon_sha256": "19ec8f23971875010b9800fcf52a6f6d541be7b46f3414148123c06ce9ea40b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.02971",
    "kind": "arxiv",
    "version": 2
  }
}