Pith Number

pith:GBYZ3SPL

pith:2023:GBYZ3SPLPP43NFNO4WEO7QYPVB

not attested not anchored not stored refs pending

Bayesian Simulation-based Inference for Cosmological Initial Conditions

Christoph Weniger, Florian List, Noemi Anau Montel

arxiv:2310.19910 v1 · 2023-10-30 · astro-ph.CO · astro-ph.IM · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GBYZ3SPLPP43NFNO4WEO7QYPVB}

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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

3 papers in Pith

Learning the Universe: Posterior Reliability of Neural Generative Models in High-Dimensional Field-Level Inference of Cosmic Initial Conditions

Field-level multi-tracers simulation-based inference of cosmological parameters from 3D maps

TopoFisher: Learning Topological Summary Statistics by Maximizing Fisher Information

Receipt and verification

First computed	2026-07-05T07:07:21.370113Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30719dc9eb7bf9b695aee588efc30fa851e53b62829e5a412623cc079a7410da

Aliases

arxiv: 2310.19910 · arxiv_version: 2310.19910v1 · doi: 10.48550/arxiv.2310.19910 · pith_short_12: GBYZ3SPLPP43 · pith_short_16: GBYZ3SPLPP43NFNO · pith_short_8: GBYZ3SPL

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/GBYZ3SPLPP43NFNO4WEO7QYPVB \
  | 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: 30719dc9eb7bf9b695aee588efc30fa851e53b62829e5a412623cc079a7410da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16d743af1dcde028d10ef2af3b15135a18b2a2123895e94f838d4c1394f6b687",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2023-10-30T18:24:25Z",
    "title_canon_sha256": "366850ddeb6cd09992596a95339cf4e5d9e9627934c4531894c4e8a47868a49d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19910",
    "kind": "arxiv",
    "version": 1
  }
}