Pith Number

pith:5QL3VHYE

pith:2020:5QL3VHYEYVAGBA5UOMVZBFW2YX

not attested not anchored not stored refs pending

Hierarchical Inference With Bayesian Neural Networks: An Application to Strong Gravitational Lensing

Aaron Roodman, Ji Won Park, Philip J. Marshall, Risa H. Wechsler (for the LSST Dark Energy Science Collaboration), Sebastian Wagner-Carena, Simon Birrer

arxiv:2010.13787 v3 · 2020-10-26 · astro-ph.CO · astro-ph.IM · 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{5QL3VHYEYVAGBA5UOMVZBFW2YX}

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	2026-07-05T02:25:27.417912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec17ba9f04c5406083b4732b9096dac5ebf86549de742192ea13b65936a893aa

Aliases

arxiv: 2010.13787 · arxiv_version: 2010.13787v3 · doi: 10.48550/arxiv.2010.13787 · pith_short_12: 5QL3VHYEYVAG · pith_short_16: 5QL3VHYEYVAGBA5U · pith_short_8: 5QL3VHYE

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/5QL3VHYEYVAGBA5UOMVZBFW2YX \
  | 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: ec17ba9f04c5406083b4732b9096dac5ebf86549de742192ea13b65936a893aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a18863be788d872682eafe364a450a574ffef837c3504134fbf36230084f2ba5",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2020-10-26T18:00:00Z",
    "title_canon_sha256": "c9e127b85ccc99772e6fa0c95a07ad353c40293b65b01832afdb98b487d23444"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13787",
    "kind": "arxiv",
    "version": 3
  }
}