Pith Number

pith:KD746E5M

pith:2020:KD746E5MRNZ3SXNNQ262MOMTLE

not attested not anchored not stored refs pending

Exploring Sensitivity of ICF Outputs to Design Parameters in Experiments Using Machine Learning

Brandon M. Wilson, Gowri Srinivasan, John Kline, Julia B. Nakhleh, M. Giselle Fern\'andez-Godino, Michael J. Grosskopf

arxiv:2010.04254 v2 · 2020-10-08 · physics.plasm-ph · 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{KD746E5MRNZ3SXNNQ262MOMTLE}

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	2026-07-05T03:10:50.392287Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50ffcf13ac8b73b95dad86bda639935928e60849212b668982cbff2ac5f51582

Aliases

arxiv: 2010.04254 · arxiv_version: 2010.04254v2 · doi: 10.48550/arxiv.2010.04254 · pith_short_12: KD746E5MRNZ3 · pith_short_16: KD746E5MRNZ3SXNN · pith_short_8: KD746E5M

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/KD746E5MRNZ3SXNNQ262MOMTLE \
  | 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: 50ffcf13ac8b73b95dad86bda639935928e60849212b668982cbff2ac5f51582

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc0039db9b73a12720e63acbde52ee2bbd8dce714569aa5662216c7c10dfa002",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.plasm-ph",
    "submitted_at": "2020-10-08T20:54:23Z",
    "title_canon_sha256": "09ab25fbce885a98179669a0fe47eb0d16eb03f2a1501a2df03e6a29abb5a37b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.04254",
    "kind": "arxiv",
    "version": 2
  }
}