Pith Number

pith:BW7J4MPB

pith:2023:BW7J4MPBTZXNMWHKXPINDYHZEK

not attested not anchored not stored refs pending

On the Effect of Aleatoric and Epistemic Errors on the Learnability and Quality of NN-based Potential Energy Surfaces

M. Meuwly, R. J. Bemish, S. Goswami, S. K\"aser

arxiv:2309.05043 v1 · 2023-09-10 · 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{BW7J4MPBTZXNMWHKXPINDYHZEK}

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	2026-07-05T06:49:30.252536Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dbe9e31e19e6ed658eabbd0d1e0f92282a3cfc5c86c419485a8f5b589933a36

Aliases

arxiv: 2309.05043 · arxiv_version: 2309.05043v1 · doi: 10.48550/arxiv.2309.05043 · pith_short_12: BW7J4MPBTZXN · pith_short_16: BW7J4MPBTZXNMWHK · pith_short_8: BW7J4MPB

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/BW7J4MPBTZXNMWHKXPINDYHZEK \
  | 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: 0dbe9e31e19e6ed658eabbd0d1e0f92282a3cfc5c86c419485a8f5b589933a36

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1540b70f0efe37eb5ff2798ba59beeeebda22234287bc4f1b883067578be2410",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "physics.chem-ph",
    "submitted_at": "2023-09-10T14:46:05Z",
    "title_canon_sha256": "e4910195c2bc44a0a838199b9f6e8ed4386e933f5d5e7bc462b607802fe50858"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.05043",
    "kind": "arxiv",
    "version": 1
  }
}