Pith Number

pith:LCSLNFGQ

pith:2024:LCSLNFGQWBTO4ZVMSLGUMWTZMW

not attested not anchored not stored refs pending

The Bigger the Better? Accurate Molecular Potential Energy Surfaces from Minimalist Neural Networks

Debasish Koner, Markus Meuwly, Silvan K\"aser

arxiv:2411.18121 v1 · 2024-11-27 · physics.chem-ph · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LCSLNFGQWBTO4ZVMSLGUMWTZMW}

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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

Fidelity of Machine Learned Potentials: Quantitative Assessment for Protonated Oxalate

Receipt and verification

First computed	2026-07-05T09:41:12.147855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

58a4b694d0b066ee66ac92cd465a79658a8058598cb19ed04059f9ed612bfa91

Aliases

arxiv: 2411.18121 · arxiv_version: 2411.18121v1 · doi: 10.48550/arxiv.2411.18121 · pith_short_12: LCSLNFGQWBTO · pith_short_16: LCSLNFGQWBTO4ZVM · pith_short_8: LCSLNFGQ

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/LCSLNFGQWBTO4ZVMSLGUMWTZMW \
  | 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: 58a4b694d0b066ee66ac92cd465a79658a8058598cb19ed04059f9ed612bfa91

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b6b219261ab23dddf966add1b00e52ab495c840afb356648df6840383615d852",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2024-11-27T08:01:21Z",
    "title_canon_sha256": "4e6d0e91331dcdfed35a44d0ba18638e80f9ce3ffb7aec71808da2d12419cb36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18121",
    "kind": "arxiv",
    "version": 1
  }
}