Pith. sign in
Pith Number

pith:2QR57H2T

pith:2025:2QR57H2TRDQQFS6QKU5AAZLZM2
not attested not anchored not stored refs pending

Advancing Magnetic Materials Discovery -- A structure-based machine learning approach for magnetic ordering and magnetic moment prediction

Amrita Bhattacharya, Apoorv Verma, Junaid Jami

arxiv:2507.01913 v1 · 2025-07-02 · cond-mat.mtrl-sci · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2QR57H2TRDQQFS6QKU5AAZLZM2}

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 2026-07-05T11:30:58.000566Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d423df9f5388e102cbd0553a0065796693f1b48bf3fc0ab741b6920457b7ca28

Aliases

arxiv: 2507.01913 · arxiv_version: 2507.01913v1 · doi: 10.48550/arxiv.2507.01913 · pith_short_12: 2QR57H2TRDQQ · pith_short_16: 2QR57H2TRDQQFS6Q · pith_short_8: 2QR57H2T
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2QR57H2TRDQQFS6QKU5AAZLZM2 \
  | 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: d423df9f5388e102cbd0553a0065796693f1b48bf3fc0ab741b6920457b7ca28
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a00b67ee1be21189479c7d8264b550320523598af2d744fd6d308deeb9c766ee",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.mtrl-sci",
    "submitted_at": "2025-07-02T17:24:50Z",
    "title_canon_sha256": "a12fafdfaf043458764c140c25088c2cb07562964cab1b660a4642a45434605d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01913",
    "kind": "arxiv",
    "version": 1
  }
}