Pith Number

pith:TFLSKO2Y

pith:2023:TFLSKO2YQEVAVBJRE6XCVMLIHU

not attested not anchored not stored refs pending

Multiscale Flow for Robust and Optimal Cosmological Analysis

Biwei Dai, Uros Seljak

arxiv:2306.04689 v2 · 2023-06-07 · astro-ph.CO · cs.LG · physics.data-an

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TFLSKO2YQEVAVBJRE6XCVMLIHU}

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

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

Receipt and verification

First computed	2026-07-05T07:45:14.156214Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9957253b58812a0a853127ae2ab1683d3f6624af0fe8448f1b6e137cff2b4574

Aliases

arxiv: 2306.04689 · arxiv_version: 2306.04689v2 · doi: 10.48550/arxiv.2306.04689 · pith_short_12: TFLSKO2YQEVA · pith_short_16: TFLSKO2YQEVAVBJR · pith_short_8: TFLSKO2Y

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/TFLSKO2YQEVAVBJRE6XCVMLIHU \
  | 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: 9957253b58812a0a853127ae2ab1683d3f6624af0fe8448f1b6e137cff2b4574

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7042746584013cff6b5a666c14b391e4f8a456cdd87ddd4a8ea42c594ddd2bfa",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2023-06-07T18:00:06Z",
    "title_canon_sha256": "ae808e9d46ceb9a7ab3199ce4d12e8cb0a71245210ed9fdc969998d0ff2015fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04689",
    "kind": "arxiv",
    "version": 2
  }
}