Pith Number

pith:ZECWWXFP

pith:2023:ZECWWXFP3AOLN5EHXVWAMG5HKK

not attested not anchored not stored refs pending

Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics

Lukas Heinrich, Michael Kagan

arxiv:2308.16680 v1 · 2023-08-31 · stat.ML · cs.LG · hep-ex · 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{ZECWWXFP3AOLN5EHXVWAMG5HKK}

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

4 papers in Pith

GradInf: Gradient Estimation as Probabilistic Inference

Local Conformal Predictions for Calibrated Surrogates

Exploring the Boundaries of Differentiable Radiation Transport and Detector Simulation

Receipt and verification

First computed	2026-07-05T06:46:37.595352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c9056b5cafd81cb6f487bd6c061ba752882e8917dcddba09348a55f7921ef6b4

Aliases

arxiv: 2308.16680 · arxiv_version: 2308.16680v1 · doi: 10.48550/arxiv.2308.16680 · pith_short_12: ZECWWXFP3AOL · pith_short_16: ZECWWXFP3AOLN5EH · pith_short_8: ZECWWXFP

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/ZECWWXFP3AOLN5EHXVWAMG5HKK \
  | 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: c9056b5cafd81cb6f487bd6c061ba752882e8917dcddba09348a55f7921ef6b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13424ac53278fb678c33091a951c2d14a44c00e881fb6dd5ce31d172d08cdbc5",
    "cross_cats_sorted": [
      "cs.LG",
      "hep-ex",
      "hep-ph",
      "physics.data-an"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-08-31T12:32:34Z",
    "title_canon_sha256": "58ca919bbb0f90bede788797e94afd66f127758f4f5dbb1e5aace302f496abdc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.16680",
    "kind": "arxiv",
    "version": 1
  }
}