Pith Number

pith:C5K5AHKA

pith:2021:C5K5AHKAEYT53EGGPQZLM52LIJ

not attested not anchored not stored refs pending

Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions

Nicholas Gao, Stephan G\"unnemann

arxiv:2110.05064 v3 · 2021-10-11 · cs.LG · 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{C5K5AHKAEYT53EGGPQZLM52LIJ}

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

2 papers in Pith

Is Variational Monte Carlo Robust? Sharp Moment Thresholds and Heavy-tailed Stochastic Optimization

Approximating Hartree-Fock theory via an efficiently local reformulation

Receipt and verification

First computed	2026-07-05T04:09:15.676452Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1755d01d402627dd90c67c32b6774b4261ada4094f7f5d8ac9c4b1bae41a46b4

Aliases

arxiv: 2110.05064 · arxiv_version: 2110.05064v3 · doi: 10.48550/arxiv.2110.05064 · pith_short_12: C5K5AHKAEYT5 · pith_short_16: C5K5AHKAEYT53EGG · pith_short_8: C5K5AHKA

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/C5K5AHKAEYT53EGGPQZLM52LIJ \
  | 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: 1755d01d402627dd90c67c32b6774b4261ada4094f7f5d8ac9c4b1bae41a46b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bfedbd6d92ada39aa701d5d15325ecff9ec86cdeeb504dbf58e906b552c0645c",
    "cross_cats_sorted": [
      "physics.chem-ph",
      "physics.comp-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-11T07:58:31Z",
    "title_canon_sha256": "4062e591a0d34e14a383fe271aedf6b91e3980a8772a98393c0b96a014de7658"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.05064",
    "kind": "arxiv",
    "version": 3
  }
}