Pith Number

pith:XDLCW56T

pith:2024:XDLCW56TTQDBVOMJJZOPHOZPPF

not attested not anchored not stored refs pending

Graph neural network framework for energy mapping of hybrid monte-carlo molecular dynamics simulations of Medium Entropy Alloys

Apurba Sarker, Mashaekh Tausif Ehsan, Mohammad Nasim Hasan, Saifuddin Zafar, Sourav Das Suvro

arxiv:2411.13670 v1 · 2024-11-20 · cond-mat.mtrl-sci · 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{XDLCW56TTQDBVOMJJZOPHOZPPF}

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	2026-07-05T09:38:35.203976Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8d62b77d39c061ab9894e5cf3bb2f795a17d1809597561c0620b9c338dda728

Aliases

arxiv: 2411.13670 · arxiv_version: 2411.13670v1 · doi: 10.48550/arxiv.2411.13670 · pith_short_12: XDLCW56TTQDB · pith_short_16: XDLCW56TTQDBVOMJ · pith_short_8: XDLCW56T

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/XDLCW56TTQDBVOMJJZOPHOZPPF \
  | 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: b8d62b77d39c061ab9894e5cf3bb2f795a17d1809597561c0620b9c338dda728

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e1c429350772432d4299950039a8642fc27ca7cab46513cd623deb106a9d3e18",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2024-11-20T19:22:40Z",
    "title_canon_sha256": "875298ddff4d91f3c9afd8528c2f32b295f6874f00c5564c051c6d878bff0bab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.13670",
    "kind": "arxiv",
    "version": 1
  }
}