Pith Number

pith:CJCWGUYQ

pith:2025:CJCWGUYQZSTTJ266JP6GNGNBF6

not attested not anchored not stored refs pending

Symmetry-Constrained Multi-Scale Physics-Informed Neural Networks for Graphene Electronic Band Structure Prediction

Chi Kiu Althina Chau, I Hang Kwok, Kam Ian Leong, Kei Chon Sio, Wei Shan Lee

arxiv:2508.10718 v1 · 2025-08-14 · cond-mat.mtrl-sci · cs.LG · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CJCWGUYQZSTTJ266JP6GNGNBF6}

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	2026-07-05T11:54:01.316741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1245635310cca734ebde4bfc6699a12f8e779a6125a33d9557a5f3cce777e155

Aliases

arxiv: 2508.10718 · arxiv_version: 2508.10718v1 · doi: 10.48550/arxiv.2508.10718 · pith_short_12: CJCWGUYQZSTT · pith_short_16: CJCWGUYQZSTTJ266 · pith_short_8: CJCWGUYQ

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/CJCWGUYQZSTTJ266JP6GNGNBF6 \
  | 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: 1245635310cca734ebde4bfc6699a12f8e779a6125a33d9557a5f3cce777e155

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4bb6c1d44de8ab4ba88cb918f10772f1807b39538c80ce35d7bbb84bd85b10e8",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-08-14T14:59:10Z",
    "title_canon_sha256": "184e488812691139a1700ae4b3389394485010ca136771da2902bbfbd1c9b00c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.10718",
    "kind": "arxiv",
    "version": 1
  }
}