Pith Number

pith:MSCLEP3B

pith:2024:MSCLEP3BVDO5IIWB6JMM4KPC4O

not attested not anchored not stored refs pending

Peculiar Velocity Reconstruction From Simulations and Observations Using Deep Learning Algorithms

Xiaohu Yang, Yuyu Wang

arxiv:2406.14101 v1 · 2024-06-20 · astro-ph.IM · astro-ph.CO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MSCLEP3BVDO5IIWB6JMM4KPC4O}

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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

Full Nonlinear Velocity Reconstruction With Transformer and Ensemble Tree Machine Learning

Velocityformer: Broken-Symmetry-Matched Equivariant Graph Transformers for Cosmological Velocity Reconstruction

Closing the Observational Gap in Cosmic Dynamics: AI-Enabled Reconstruction of the Universe's Vorticity and Rotational Flow Morphology

Receipt and verification

First computed	2026-07-05T08:34:38.896481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6484b23f61a8ddd422c1f258ce29e2e3ab759f5a9d3648ea76faec61b5b08aa0

Aliases

arxiv: 2406.14101 · arxiv_version: 2406.14101v1 · doi: 10.48550/arxiv.2406.14101 · pith_short_12: MSCLEP3BVDO5 · pith_short_16: MSCLEP3BVDO5IIWB · pith_short_8: MSCLEP3B

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/MSCLEP3BVDO5IIWB6JMM4KPC4O \
  | 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: 6484b23f61a8ddd422c1f258ce29e2e3ab759f5a9d3648ea76faec61b5b08aa0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a83d67a1c662c8ca169791c41837b61474af78a4e4294bd517541fd920bdf0bf",
    "cross_cats_sorted": [
      "astro-ph.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2024-06-20T08:34:37Z",
    "title_canon_sha256": "485da948f1c4f172241e37a3e3b391bb47439aadbd815f0a59aed00531360139"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.14101",
    "kind": "arxiv",
    "version": 1
  }
}