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Pith Number

pith:SUWYGDH2

pith:2022:SUWYGDH27MIREY62RWDLAVLQS4
not attested not anchored not stored refs pending

Score-based Generative Models for Calorimeter Shower Simulation

Benjamin Nachman, Vinicius Mikuni

arxiv:2206.11898 v3 · 2022-06-17 · hep-ph · cs.LG · hep-ex · physics.data-an · physics.ins-det

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?
Add to your LaTeX paper 
\usepackage{pith}
\pithnumber{SUWYGDH27MIREY62RWDLAVLQS4}

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.

Cited by

8 papers in Pith

SPADE: Split-and-Delay Embeddings for Autoregressive High-Granularity Calorimeter Simulation
CaloTrilogy: Toward a Breakthrough in One-Step, End-to-End, Physics-Guided Shower Generation for Modern Calorimeters
Quantum Feature Amplification Network (QFAN) as An Autoregressive Quantum Generative Model
Nested-GPT for variable-multiplicity parton showers: A case study in the resummation of non-global logarithms
Quantum Feature Amplification Network (QFAN) as An Autoregressive Quantum Generative Model
Receipt and verification
First computed 2026-07-05T05:22:48.892761Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

952d830cfafb111263da8d86b05570970566463954ce6639bff2df790df1cf21

Aliases

arxiv: 2206.11898 · arxiv_version: 2206.11898v3 · doi: 10.48550/arxiv.2206.11898 · pith_short_12: SUWYGDH27MIR · pith_short_16: SUWYGDH27MIREY62 · pith_short_8: SUWYGDH2
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/SUWYGDH27MIREY62RWDLAVLQS4 \
  | 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: 952d830cfafb111263da8d86b05570970566463954ce6639bff2df790df1cf21
Canonical record JSON 
{
  "metadata": {
    "abstract_canon_sha256": "f44091837d58038cfbb5879c7544b344129a169820b63daa6a43947aa3a62f9d",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "physics.data-an",
      "physics.ins-det"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ph",
    "submitted_at": "2022-06-17T18:01:02Z",
    "title_canon_sha256": "7caa4e3a37252bc937e024e451df50934d756b67aa8e96fc889e88c837f53082"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.11898",
    "kind": "arxiv",
    "version": 3
  }
}