Pith Number

pith:CKLXQYDX

pith:2025:CKLXQYDXESKW2BWT2IP24T5DZ7

not attested not anchored not stored refs pending

Flow Matching Calibration for Simulation-Based Inference under Model Misspecification

Florence Forbes, Michael Arbel, Pedro L. C. Rodrigues, Pierre-Louis Ruhlmann

arxiv:2509.23385 v5 · 2025-09-27 · stat.ML · 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{CKLXQYDXESKW2BWT2IP24T5DZ7}

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

1 paper in Pith

Machine Learning Techniques for Astrophysics and Cosmology: Simulation-Based Inference

Receipt and verification

First computed	2026-06-04T01:08:32.375038Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

129778607724956d06d3d21fae4fa3cff5536012af4cd32aaa3b2c7b3581df1d

Aliases

arxiv: 2509.23385 · arxiv_version: 2509.23385v5 · doi: 10.48550/arxiv.2509.23385 · pith_short_12: CKLXQYDXESKW · pith_short_16: CKLXQYDXESKW2BWT · pith_short_8: CKLXQYDX

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/CKLXQYDXESKW2BWT2IP24T5DZ7 \
  | 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: 129778607724956d06d3d21fae4fa3cff5536012af4cd32aaa3b2c7b3581df1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a0e6ee18c273d0bfbdef767622c5ad20f3d5ba2ab1653e7d17c6a98dda92f10",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-09-27T16:10:53Z",
    "title_canon_sha256": "ce2eae62fc77b9c03d2fb4be08ef6865fdf4357bbd1b142650755986fbc2c46b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.23385",
    "kind": "arxiv",
    "version": 5
  }
}