Pith Number

pith:UIY7R6DI

pith:2022:UIY7R6DIOMUYGJHCYG3GBPGJZ7

not attested not anchored not stored refs pending

Machine Learning and Cosmology

Aleksandra \'Ciprijanovi\'c, Andrew J. Connolly, Brian Nord, Camille Avestruz, Cora Dvorkin, Francisco Villaescusa-Navarro, Gautham Narayan, Keith Bechtol, Lehman H. Garrison, Siddharth Mishra-Sharma, V. Ashley Villar

arxiv:2203.08056 v1 · 2022-03-15 · hep-ph · astro-ph.CO · astro-ph.IM · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UIY7R6DIOMUYGJHCYG3GBPGJZ7}

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

6 papers in Pith

One Generator, Any Process: LLM-Conditioning for the LHC

Interpretability of deep-learning methods applied to large-scale structure surveys

Receipt and verification

First computed	2026-07-05T04:05:25.554775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a231f8f86873298324e2c1b660bcc9cfdfa574adec6a989d3202e8b7ec9ccab2

Aliases

arxiv: 2203.08056 · arxiv_version: 2203.08056v1 · doi: 10.48550/arxiv.2203.08056 · pith_short_12: UIY7R6DIOMUY · pith_short_16: UIY7R6DIOMUYGJHC · pith_short_8: UIY7R6DI

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/UIY7R6DIOMUYGJHCYG3GBPGJZ7 \
  | 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: a231f8f86873298324e2c1b660bcc9cfdfa574adec6a989d3202e8b7ec9ccab2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a7062a3c08dad1845d5ef2a5fe3d93d89d2e75e3b9d0b6dc323908a8309e9e6",
    "cross_cats_sorted": [
      "astro-ph.CO",
      "astro-ph.IM",
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2022-03-15T16:50:46Z",
    "title_canon_sha256": "704b5992f1289ebde1f5376e6974ddc5a0f744a68593487f172efb0fa87537dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.08056",
    "kind": "arxiv",
    "version": 1
  }
}