Pith Number

pith:2AHJ4AUO

pith:2025:2AHJ4AUOP4YQTSJOX36W74AODE

not attested not anchored not stored refs pending

Machine Learning for Physical Simulation Challenge Results and Retrospective Analysis: Power Grid Use Case

Agathe Gilain, Amarsagar Reddy Ramapuram Matavalam, Antoine Marot, Dean Justin Ninalga, Jean-Patrick Brunet, J\'er\^ome Picault, Milad Leyli-Abadi, Qingbin Jiang, Shaban Ghias Satti, Yang Liu

arxiv:2505.01156 v1 · 2025-05-02 · 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{2AHJ4AUOP4YQTSJOX36W74AODE}

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	2026-07-05T11:06:55.834005Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d00e9e028e7f3109c92ebefd6ff00e1935204dacb9943b004f72553f5e2d62b0

Aliases

arxiv: 2505.01156 · arxiv_version: 2505.01156v1 · doi: 10.48550/arxiv.2505.01156 · pith_short_12: 2AHJ4AUOP4YQ · pith_short_16: 2AHJ4AUOP4YQTSJO · pith_short_8: 2AHJ4AUO

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/2AHJ4AUOP4YQTSJOX36W74AODE \
  | 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: d00e9e028e7f3109c92ebefd6ff00e1935204dacb9943b004f72553f5e2d62b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ffc5aaa263166582b3674d0973edbf67580e0fca94ea81408870b784e67b887d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-02T09:58:27Z",
    "title_canon_sha256": "0cce177083dcb964e7f78f5e87e312e47390c4026dea6151d6f9101f555a24b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01156",
    "kind": "arxiv",
    "version": 1
  }
}