Pith Number

pith:TPHNB2I3

pith:2025:TPHNB2I3ULFU63G2IYOJBDG6JZ

not attested not anchored not stored refs pending

Constrained Optimization of Charged Particle Tracking with Multi-Agent Reinforcement Learning

Jan Kieseler (for the Bergen pCT Collaboration), Nicolas R. Gauger, Ralf Keidel, Tobias Kortus

arxiv:2501.05113 v1 · 2025-01-09 · physics.comp-ph · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TPHNB2I3ULFU63G2IYOJBDG6JZ}

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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.

Receipt and verification

First computed	2026-07-05T09:59:04.545795Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9bced0e91ba2cb4f6cda461c908cde4e7ce246ef1d0291ccc031c3bbfcf16614

Aliases

arxiv: 2501.05113 · arxiv_version: 2501.05113v1 · doi: 10.48550/arxiv.2501.05113 · pith_short_12: TPHNB2I3ULFU · pith_short_16: TPHNB2I3ULFU63G2 · pith_short_8: TPHNB2I3

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/TPHNB2I3ULFU63G2IYOJBDG6JZ \
  | 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: 9bced0e91ba2cb4f6cda461c908cde4e7ce246ef1d0291ccc031c3bbfcf16614

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91a54446fbd6575ecc4d10bd9741227de0c5f85320c34f1c7ddb397cff404c0b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2025-01-09T09:59:42Z",
    "title_canon_sha256": "776b5535e5e9801b8ea4d23a80b15bd4d39a82f3199fdd3d62bc94c06a92a6f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05113",
    "kind": "arxiv",
    "version": 1
  }
}