Pith Number

pith:LY2U5FAY

pith:2024:LY2U5FAYXT3P5SJQ5RVZE3E6LF

not attested not anchored not stored refs pending

Physics Instrument Design with Reinforcement Learning

Nicola Serra, Patrick Owen, Shah Rukh Qasim

arxiv:2412.10237 v1 · 2024-12-13 · physics.ins-det · cs.AI · hep-ex

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LY2U5FAYXT3P5SJQ5RVZE3E6LF}

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	2026-07-05T09:48:49.030118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e354e9418bcf6fec930ec6b926c9e59657730e0aa908cfa034a635233236561

Aliases

arxiv: 2412.10237 · arxiv_version: 2412.10237v1 · doi: 10.48550/arxiv.2412.10237 · pith_short_12: LY2U5FAYXT3P · pith_short_16: LY2U5FAYXT3P5SJQ · pith_short_8: LY2U5FAY

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/LY2U5FAYXT3P5SJQ5RVZE3E6LF \
  | 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: 5e354e9418bcf6fec930ec6b926c9e59657730e0aa908cfa034a635233236561

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2b9e6103e5d0837d3c38e543b7fa68bf0a401df15fd53d392f71cb8504789704",
    "cross_cats_sorted": [
      "cs.AI",
      "hep-ex"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.ins-det",
    "submitted_at": "2024-12-13T16:08:28Z",
    "title_canon_sha256": "72b3897c3f45f4de05cff527079c9adcdb28cfc8aec963883019e0b56fb7280b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.10237",
    "kind": "arxiv",
    "version": 1
  }
}