Pith Number

pith:NPODFX3Q

pith:2024:NPODFX3Q33GHIEO2UFRFQXC3V7

not attested not anchored not stored refs pending

PAL -- Parallel active learning for machine-learned potentials

Chen Zhou, Marlen Neubert, Pascal Friederich, Stefanie Dehnen, Tobias Schl\"oder, Van-Quan Vuong, Yumeng Zhang, Yuri Koide

arxiv:2412.00401 v1 · 2024-11-30 · cs.LG · cond-mat.mtrl-sci · cs.DC · physics.chem-ph · 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{NPODFX3Q33GHIEO2UFRFQXC3V7}

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	2026-07-05T09:42:40.812284Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bdc32df70decc7411daa162585c5bafe6666a4616e532451c98f4bf09f5035f

Aliases

arxiv: 2412.00401 · arxiv_version: 2412.00401v1 · doi: 10.48550/arxiv.2412.00401 · pith_short_12: NPODFX3Q33GH · pith_short_16: NPODFX3Q33GHIEO2 · pith_short_8: NPODFX3Q

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/NPODFX3Q33GHIEO2UFRFQXC3V7 \
  | 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: 6bdc32df70decc7411daa162585c5bafe6666a4616e532451c98f4bf09f5035f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d878f8225dbba4644249b19bc03650d84d11221c66a8596c39e939985eb32e38",
    "cross_cats_sorted": [
      "cond-mat.mtrl-sci",
      "cs.DC",
      "physics.chem-ph",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-30T08:49:53Z",
    "title_canon_sha256": "88a4257b42340632ed4767a87e4433a466283e713ca8574f2182bf53b2f9d112"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.00401",
    "kind": "arxiv",
    "version": 1
  }
}