Pith Number

pith:SZMZUAX6

pith:2022:SZMZUAX6S2XQQLOZAFHUZYKZUT

not attested not anchored not stored refs pending

Accelerated Bayesian SED Modeling using Amortized Neural Posterior Estimation

ChangHoon Hahn, Peter Melchior

arxiv:2203.07391 v1 · 2022-03-14 · astro-ph.GA · astro-ph.CO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SZMZUAX6S2XQQLOZAFHUZYKZUT}

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

Implicit Likelihood Inference and $z$-Binned Reconstruction of Dark Energy $w(z)$

Receipt and verification

First computed	2026-07-05T05:09:55.147777Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96599a02fe96af082dd9014f4ce159a4faec1c0cf6cc30d8a34f3d9bac769133

Aliases

arxiv: 2203.07391 · arxiv_version: 2203.07391v1 · doi: 10.48550/arxiv.2203.07391 · pith_short_12: SZMZUAX6S2XQ · pith_short_16: SZMZUAX6S2XQQLOZ · pith_short_8: SZMZUAX6

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/SZMZUAX6S2XQQLOZAFHUZYKZUT \
  | 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: 96599a02fe96af082dd9014f4ce159a4faec1c0cf6cc30d8a34f3d9bac769133

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0cbea13fec8933adf914c0c6ebabf191ca22b92a81932293eae9f6991ffb4ac5",
    "cross_cats_sorted": [
      "astro-ph.CO",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.GA",
    "submitted_at": "2022-03-14T18:00:03Z",
    "title_canon_sha256": "ef22f36d11347f7041431c22c91dcb72c1b314527aa58b6091ee1c5a0cd50221"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.07391",
    "kind": "arxiv",
    "version": 1
  }
}