Pith Number

pith:AIXSHRP2

pith:2026:AIXSHRP2IS4F67T6FTTOAKCA7O

not attested not anchored not stored refs pending

Physics-Audited Agentic Discovery in Scientific Machine Learning

Bilal Ahmed, Diab W. Abueidda, Mostafa E. Mobasher, Panos Pantidis

arxiv:2607.07379 v1 · 2026-07-08 · 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{AIXSHRP2IS4F67T6FTTOAKCA7O}

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	2026-07-09T01:20:23.332772Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

022f23c5fa44b85f7e7e2ce6e02840fbac3ea072264a796b1ce11b2cc0581ced

Aliases

arxiv: 2607.07379 · arxiv_version: 2607.07379v1 · doi: 10.48550/arxiv.2607.07379 · pith_short_12: AIXSHRP2IS4F · pith_short_16: AIXSHRP2IS4F67T6 · pith_short_8: AIXSHRP2

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/AIXSHRP2IS4F67T6FTTOAKCA7O \
  | 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: 022f23c5fa44b85f7e7e2ce6e02840fbac3ea072264a796b1ce11b2cc0581ced

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0e8afcb04a89a8d5ff5cd943b193e9f8790952603d88d5161f863d80d6e49ea",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-08T13:10:35Z",
    "title_canon_sha256": "fe222d2ea733f4ad8829e0a8d9a2db930ebc261f2b50beb6bd30a76711b2ea9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.07379",
    "kind": "arxiv",
    "version": 1
  }
}