Pith Number

pith:LUAEFIM4

pith:2024:LUAEFIM4NSRZILNT4BHVFG67AD

not attested not anchored not stored refs pending

Random sampling versus active learning algorithms for machine learning potentials of quantum liquid water

Dominik Marx, Harald Forbert, J\'anos Daru, J\"org Behler, Nore Stolte

arxiv:2410.10698 v1 · 2024-10-14 · physics.chem-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{LUAEFIM4NSRZILNT4BHVFG67AD}

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	2026-07-05T10:01:36.997679Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5d0042a19c6ca3942db3e04f529bdf00dc00fb66c5a1dc315c37e75a3920e35d

Aliases

arxiv: 2410.10698 · arxiv_version: 2410.10698v1 · doi: 10.48550/arxiv.2410.10698 · pith_short_12: LUAEFIM4NSRZ · pith_short_16: LUAEFIM4NSRZILNT · pith_short_8: LUAEFIM4

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/LUAEFIM4NSRZILNT4BHVFG67AD \
  | 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: 5d0042a19c6ca3942db3e04f529bdf00dc00fb66c5a1dc315c37e75a3920e35d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27c952867e7884e65caf0f1bee822a3b115eed46fb8e1530c227f60c4310ad36",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2024-10-14T16:39:42Z",
    "title_canon_sha256": "e657a8c144f9b646de58518164e7da104cac6fff79ff708d56bfe882c5057e5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.10698",
    "kind": "arxiv",
    "version": 1
  }
}