Pith Number

pith:TY2CENSA

pith:2022:TY2CENSATVRUJPVAXRQAMMFMPR

not attested not anchored not stored refs pending

Improving Robustness of Jet Tagging Algorithms with Adversarial Training

Alexander Schmidt, Andrzej Novak, Annika Stein, Spandan Mondal, Xavier Coubez

arxiv:2203.13890 v2 · 2022-03-25 · physics.data-an · cs.LG · hep-ex · hep-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TY2CENSATVRUJPVAXRQAMMFMPR}

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	2026-07-05T04:58:15.516021Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9e342236409d6344bea0bc600630ac7c76bb35222534596a4bef617c54842244

Aliases

arxiv: 2203.13890 · arxiv_version: 2203.13890v2 · doi: 10.48550/arxiv.2203.13890 · pith_short_12: TY2CENSATVRU · pith_short_16: TY2CENSATVRUJPVA · pith_short_8: TY2CENSA

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/TY2CENSATVRUJPVAXRQAMMFMPR \
  | 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: 9e342236409d6344bea0bc600630ac7c76bb35222534596a4bef617c54842244

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "838a64fc985c25f9db175343b0efc1f8e6bd83ce27157235f2583dd67bdafe83",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "hep-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.data-an",
    "submitted_at": "2022-03-25T19:57:19Z",
    "title_canon_sha256": "6e2602f9d82d0401d3d45f45dca2e811c31c36bc0b7fa547b98391a3cf988664"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.13890",
    "kind": "arxiv",
    "version": 2
  }
}