Pith. sign in
Pith Number

pith:US7DLQZN

pith:2024:US7DLQZNFKP6EUIHHEGVLCILJH
not attested not anchored not stored refs pending

Conformation Generation using Transformer Flows

Sohil Atul Shah, Vladlen Koltun

arxiv:2411.10817 v2 · 2024-11-16 · cs.LG · q-bio.QM · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{US7DLQZNFKP6EUIHHEGVLCILJH}

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 2026-07-05T10:14:48.040248Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a4be35c32d2a9fe25107390d55890b49d617288d598ab797b59c6f18f180a11a

Aliases

arxiv: 2411.10817 · arxiv_version: 2411.10817v2 · doi: 10.48550/arxiv.2411.10817 · pith_short_12: US7DLQZNFKP6 · pith_short_16: US7DLQZNFKP6EUIH · pith_short_8: US7DLQZN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/US7DLQZNFKP6EUIHHEGVLCILJH \
  | 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: a4be35c32d2a9fe25107390d55890b49d617288d598ab797b59c6f18f180a11a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3fed9ddab02b4b9bdf97ede3003118a1ef52f9ead498702e97064af55c4060be",
    "cross_cats_sorted": [
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-16T14:42:05Z",
    "title_canon_sha256": "3579266dbef0885f9fcf80a36abf05bcc435b787e7a63069f30150e0d99a0d4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.10817",
    "kind": "arxiv",
    "version": 2
  }
}