Pith Number

pith:TR33IRMB

pith:2022:TR33IRMB42PN36PHSL32P3JXAS

not attested not anchored not stored refs pending

Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations

Aaron Dotter, Aggelos K. Katsaggelos, Christopher P. L. Berry, Devina Misra, Emmanouil Zapartas, Jeff J. Andrews, Juan Gabriel Serra P\'erez, Konstantinos Kovlakas, Kyle Akira Rocha, Pablo Marchant, Scott Coughlin, Simone S. Bavera, Tassos Fragos, Vicky Kalogera, Zepei Xing, Zoheyr Doctor

arxiv:2203.16683 v3 · 2022-03-30 · astro-ph.SR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TR33IRMB42PN36PHSL32P3JXAS}

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.

Receipt and verification

First computed	2026-07-05T05:13:33.184172Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9c77b44581e69eddf9e792f7a7ed3704b571cc98b8dd8d334267a78fc4194fcd

Aliases

arxiv: 2203.16683 · arxiv_version: 2203.16683v3 · doi: 10.48550/arxiv.2203.16683 · pith_short_12: TR33IRMB42PN · pith_short_16: TR33IRMB42PN36PH · pith_short_8: TR33IRMB

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/TR33IRMB42PN36PHSL32P3JXAS \
  | 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: 9c77b44581e69eddf9e792f7a7ed3704b571cc98b8dd8d334267a78fc4194fcd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "223e688e43de9a8abc840ab7305d3ad59fcd7e1c7bb1ead8c8d79e4626f90725",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.SR",
    "submitted_at": "2022-03-30T21:36:32Z",
    "title_canon_sha256": "f8d5e1cb9a7bd46af4a86f021c8157ff4bd35c05effdf30adcb434ccb23b5a45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.16683",
    "kind": "arxiv",
    "version": 3
  }
}