Pith Number

pith:VTHHDJMT

pith:2020:VTHHDJMTXKVQPQ64PAF7ZOKIIO

not attested not anchored not stored refs pending

Data Augmentation at the LHC through Analysis-specific Fast Simulation with Deep Learning

Cheng Chen, Jean-Roch Vlimant, Maurizio Pierini, Olmo Cerri, Thong Q. Nguyen

arxiv:2010.01835 v1 · 2020-10-05 · physics.comp-ph · 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{VTHHDJMTXKVQPQ64PAF7ZOKIIO}

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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

1 paper in Pith

Improving the performance of weak supervision searches using data augmentation

Receipt and verification

First computed	2026-07-05T01:40:10.088798Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acce71a593baab07c3dc780bfcb948438132a21babacec2fb43ee64075e45c2e

Aliases

arxiv: 2010.01835 · arxiv_version: 2010.01835v1 · doi: 10.48550/arxiv.2010.01835 · pith_short_12: VTHHDJMTXKVQ · pith_short_16: VTHHDJMTXKVQPQ64 · pith_short_8: VTHHDJMT

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/VTHHDJMTXKVQPQ64PAF7ZOKIIO \
  | 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: acce71a593baab07c3dc780bfcb948438132a21babacec2fb43ee64075e45c2e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "520aa38e08293ca66028d551a36db24f4dfa7e5e8629c0c09d8aaf54b77924b6",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "hep-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2020-10-05T07:48:45Z",
    "title_canon_sha256": "c014dd5ed3fb990906ea76d154bea8bc48400cae1c7225ec980af6fa0319ab70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.01835",
    "kind": "arxiv",
    "version": 1
  }
}