Pith Number

pith:GQXUJO4M

pith:2026:GQXUJO4M52EHRNQGF7PMDMWIOJ

not attested not anchored not stored refs pending

Learning to Prepare Molecular Ground States with Transformer Models

Alex Koziell-Pipe, Carlo Gaggioli, Christos Papalitsas, David Munoz Ramo, Elica Kyoseva, Enrico Rinaldi, Fabian Finger, Gabriel Laude, Jasmine Brewer, Jason G. Mustakis, Jem Guhit, Kripa Panchagnula, Ludmila Szulakowska, Marwa H. Farag, Oliver J. Backhouse, Stephen Clark, Thomas Soini

arxiv:2607.22468 v1 · 2026-07-24 · quant-ph · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GQXUJO4M52EHRNQGF7PMDMWIOJ}

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	2026-07-27T01:21:22.642854Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

342f44bb8cee8878b6062fdec1b2c8726f12f336c283a7badd3c19534a7b51fa

Aliases

arxiv: 2607.22468 · arxiv_version: 2607.22468v1 · doi: 10.48550/arxiv.2607.22468 · pith_short_12: GQXUJO4M52EH · pith_short_16: GQXUJO4M52EHRNQG · pith_short_8: GQXUJO4M

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/GQXUJO4M52EHRNQGF7PMDMWIOJ \
  | 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: 342f44bb8cee8878b6062fdec1b2c8726f12f336c283a7badd3c19534a7b51fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d59c49955d282737e7c01dec45ba433f6cd9947e07335dd966d015538649f48",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2026-07-24T16:32:40Z",
    "title_canon_sha256": "f88f8c87c3338a9d060dd825d3ffe14557524e81195014f99f89576456f0387b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22468",
    "kind": "arxiv",
    "version": 1
  }
}