Pith Number

pith:AYD24LH2

pith:2022:AYD24LH2WZSYI34SOGYJY7ZWDD

not attested not anchored not stored refs pending

Multi-scale Sinusoidal Embeddings Enable Learning on High Resolution Mass Spectrometry Data

Christoph A. Krettler, David Healey, Gennady Voronov, Joe Davison, Rose Lightheart, Thomas Butler

arxiv:2207.02980 v2 · 2022-07-06 · cs.LG · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AYD24LH2WZSYI34SOGYJY7ZWDD}

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

1 paper in Pith

Artificial Intelligence in Spectroscopy: Advancing Chemistry from Prediction to Generation and Beyond

Receipt and verification

First computed	2026-07-05T06:07:20.615042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0607ae2cfab665846f9271b09c7f3618f0645470a9f9150f6f3386cf2b875c67

Aliases

arxiv: 2207.02980 · arxiv_version: 2207.02980v2 · doi: 10.48550/arxiv.2207.02980 · pith_short_12: AYD24LH2WZSY · pith_short_16: AYD24LH2WZSYI34S · pith_short_8: AYD24LH2

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/AYD24LH2WZSYI34SOGYJY7ZWDD \
  | 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: 0607ae2cfab665846f9271b09c7f3618f0645470a9f9150f6f3386cf2b875c67

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89ffd3bd9a0a2f4f57f89278dc00fccf0d10462b857e7912c4b7a523b114f876",
    "cross_cats_sorted": [
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-06T21:27:13Z",
    "title_canon_sha256": "f57d51b713a4a9c5a2651be5f6da97cdb923b0696c21c41029dbbdaf23f92e1b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.02980",
    "kind": "arxiv",
    "version": 2
  }
}