Pith. sign in
Pith Number

pith:J6QRKQIX

pith:2025:J6QRKQIXLVUVETVG2TGZBEHVPM
not attested not anchored not stored refs pending

DeePMD-kit v3: A Multiple-Backend Framework for Machine Learning Potentials

Anurag Kumar Singh, Anyang Peng, Ben Xu, Chengqian Zhang, Chenxing Luo, Chun Cai, Darrin M. York, Denghui Lu, Duo Zhang, Guolin Ke, Hananeh Oliaei, Hangrui Bi, Han Wang, Haohui Que, Jia-Xin Zhu, Jiayu Dai, Jinzhe Zeng, Junhan Chang, Koki Muraoka, Linfeng Zhang, Pinghui Mo, Qiyu Zeng, Ruosong Shi, Sensen He, Shaochen Shi, Sigbj{\o}rn L{\o}land Bore, Siyuan Han, Timothy J. Giese, Wanrun Jiang, Weihong Xu, Weile Jia, Xiangyu Zhang, Xinzijian Liu, Xuejian Qin, Yan Wang, Ye Ding, Yifan Li, Yiming Du, Yong-Bin Zhuang, Yun-Pei Liu, Zhangmancang Xu, Zhaohan Ding, Zhaoqing Liu, Zhaoxi Yu, Zhe Deng, Zhengtao Huang, Zhenyu Wang

arxiv:2502.19161 v2 · 2025-02-26 · physics.chem-ph

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{J6QRKQIXLVUVETVG2TGZBEHVPM}

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.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T10:57:56.202296Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4fa11541175d69524ea6d4cd9090f57b327e747b743ac517d81c8bd7e9d29d51

Aliases

arxiv: 2502.19161 · arxiv_version: 2502.19161v2 · doi: 10.48550/arxiv.2502.19161 · pith_short_12: J6QRKQIXLVUV · pith_short_16: J6QRKQIXLVUVETVG · pith_short_8: J6QRKQIX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/J6QRKQIXLVUVETVG2TGZBEHVPM \
  | 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: 4fa11541175d69524ea6d4cd9090f57b327e747b743ac517d81c8bd7e9d29d51
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "09986558500dd9a1ff2cf011fdb5ec0f8304807b3de54ac0ab79fb584da36f83",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2025-02-26T14:15:33Z",
    "title_canon_sha256": "5688a262a58a7dddc500960ca9a3e65e0bcb5a2d990f434485240676d26ec914"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.19161",
    "kind": "arxiv",
    "version": 2
  }
}