Pith Number

pith:3LOP2HTF

pith:2025:3LOP2HTF65IAWHZ6ENTEB2VUAL

not attested not anchored not stored refs pending

Harnessing Machine Learning for Quantum-Accurate Predictions of Non-Equilibrium Behavior in 2D Materials

Alejandro Strachan, Horacio D. Espinosa, Jeffrey T. Paci, Kui Lin, Megan J. McCarthy, Robert J. Appleton, Subramanian K.R.S. Sankaranarayanan, Yue Zhang

arxiv:2504.09686 v1 · 2025-04-13 · cond-mat.mtrl-sci

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3LOP2HTF65IAWHZ6ENTEB2VUAL}

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	2026-07-05T10:48:41.280759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dadcfd1e65f7500b1f3e236640eab402f7ac79d047c1ddc2f85e871b40eacc84

Aliases

arxiv: 2504.09686 · arxiv_version: 2504.09686v1 · doi: 10.48550/arxiv.2504.09686 · pith_short_12: 3LOP2HTF65IA · pith_short_16: 3LOP2HTF65IAWHZ6 · pith_short_8: 3LOP2HTF

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/3LOP2HTF65IAWHZ6ENTEB2VUAL \
  | 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: dadcfd1e65f7500b1f3e236640eab402f7ac79d047c1ddc2f85e871b40eacc84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74f14caa7e2eb6553c2dbcb38dcfa496dfd8b6252d27970ba0739d9af4eea12b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-04-13T18:37:01Z",
    "title_canon_sha256": "f760ee2d74b6371a58cbdde366e864d058729568120cd943babac727ed24ec32"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.09686",
    "kind": "arxiv",
    "version": 1
  }
}