Pith Number

pith:4QWFP4TU

pith:2023:4QWFP4TUSKPFFUWAUTST4KDYAR

not attested not anchored not stored refs pending

Improving robustness of jet tagging algorithms with adversarial training: exploring the loss surface

Annika Stein

arxiv:2303.14511 v1 · 2023-03-25 · hep-ex · cs.AI · cs.LG · hep-ph · 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{4QWFP4TUSKPFFUWAUTST4KDYAR}

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	2026-05-17T23:39:05.074125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e42c57f274929e52d2c0a4e53e28780450184bf7cc76efacf3923a17ff1a18a4

Aliases

arxiv: 2303.14511 · arxiv_version: 2303.14511v1 · doi: 10.48550/arxiv.2303.14511 · pith_short_12: 4QWFP4TUSKPF · pith_short_16: 4QWFP4TUSKPFFUWA · pith_short_8: 4QWFP4TU

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/4QWFP4TUSKPFFUWAUTST4KDYAR \
  | 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: e42c57f274929e52d2c0a4e53e28780450184bf7cc76efacf3923a17ff1a18a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95bb819b130473c7a7d0fcd07a8dc6d08f9411d40d289f2f7a83b2f679ad64f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "hep-ph",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ex",
    "submitted_at": "2023-03-25T16:23:27Z",
    "title_canon_sha256": "cd3e5f47ed432321cd04b522f12b6a25861cacd9e635f24ab4d46f037baa7dbe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.14511",
    "kind": "arxiv",
    "version": 1
  }
}