Pith Number

pith:XJDGLGXX

pith:2024:XJDGLGXXZMAJORFJLTWSF3XXDK

not attested not anchored not stored refs pending

Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks

Santu Rana, Sherif Abdulkader Tawfik, Sunil Gupta, Svetha Venkatesh, Tri Minh Nguyen, Truyen Tran

arxiv:2411.04323 v1 · 2024-11-06 · cs.LG · 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{XJDGLGXXZMAJORFJLTWSF3XXDK}

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	2026-07-05T09:32:17.541654Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba46659af7cb009744a95ced22eef71aabe76d74cd91f1a38fcb894584a8f1ed

Aliases

arxiv: 2411.04323 · arxiv_version: 2411.04323v1 · doi: 10.48550/arxiv.2411.04323 · pith_short_12: XJDGLGXXZMAJ · pith_short_16: XJDGLGXXZMAJORFJ · pith_short_8: XJDGLGXX

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/XJDGLGXXZMAJORFJLTWSF3XXDK \
  | 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: ba46659af7cb009744a95ced22eef71aabe76d74cd91f1a38fcb894584a8f1ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c57cfb034055ae40bfb6e82cf3366b052ba537aff247e8f3b4314ab42f206236",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-06T23:53:34Z",
    "title_canon_sha256": "9789695b4f52d5637a9d5436134222caeec55f1758cfb203c5c1f33858b2fdcd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.04323",
    "kind": "arxiv",
    "version": 1
  }
}