Pith Number

pith:TJOC5OBL

pith:2018:TJOC5OBL75RM7YO7RE3XUCL37L

not attested not anchored not stored refs pending

Learning to Predict the Cosmological Structure Formation

Barnab\'as P\'oczos, Shirley Ho, Siamak Ravanbakhsh, Siyu He, Wei Chen, Yin Li, Yu Feng

arxiv:1811.06533 v2 · 2018-11-15 · astro-ph.CO · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TJOC5OBL75RM7YO7RE3XUCL37L}

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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

2 papers in Pith

Cosmological Analysis with Calibrated Neural Quantile Estimation and Approximate Simulators

Machine Learning for Multi-messenger Probes of New Physics and Cosmology: A Review and Perspective

Receipt and verification

First computed	2026-07-04T23:50:44.012365Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a5c2eb82bff62cfe1df89377a097bfac36e3e7d41476012b94dfcddc4362d4c

Aliases

arxiv: 1811.06533 · arxiv_version: 1811.06533v2 · doi: 10.48550/arxiv.1811.06533 · pith_short_12: TJOC5OBL75RM · pith_short_16: TJOC5OBL75RM7YO7 · pith_short_8: TJOC5OBL

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/TJOC5OBL75RM7YO7RE3XUCL37L \
  | 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: 9a5c2eb82bff62cfe1df89377a097bfac36e3e7d41476012b94dfcddc4362d4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b56604c3d9c9e682b56c1f3c35c9dcfa8a157fa9f52a02569812c454e8cebf0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2018-11-15T18:56:58Z",
    "title_canon_sha256": "7c503c3efaa09aaed46934478cecc859b597582caedf62ba486ef4d449d4e115"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.06533",
    "kind": "arxiv",
    "version": 2
  }
}