Pith Number

pith:VRIXWVVK

pith:2024:VRIXWVVKA6Y6CPOBUWPYVOBKXI

not attested not anchored not stored refs pending

Multivariate Data Augmentation for Predictive Maintenance using Diffusion

Alexander Sommers, Alicia Russell-Gilbert, Andrew Thompson, Joseph Jaboure, Joshua Church, Logan Cummins, Maria Seale, Shahram Rahimi, Sudip Mittal, Thomas Arnold

arxiv:2411.05848 v1 · 2024-11-06 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VRIXWVVKA6Y6CPOBUWPYVOBKXI}

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	2026-07-05T09:33:12.134186Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac517b56aa07b1e13dc1a59f8ab82aba066f775d28b631606f007d2a38f4a0bc

Aliases

arxiv: 2411.05848 · arxiv_version: 2411.05848v1 · doi: 10.48550/arxiv.2411.05848 · pith_short_12: VRIXWVVKA6Y6 · pith_short_16: VRIXWVVKA6Y6CPOB · pith_short_8: VRIXWVVK

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/VRIXWVVKA6Y6CPOBUWPYVOBKXI \
  | 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: ac517b56aa07b1e13dc1a59f8ab82aba066f775d28b631606f007d2a38f4a0bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db0e54b2e5135b87870e94af081930c1861260bc92e3880f0c9f392524bf9313",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-06T16:57:09Z",
    "title_canon_sha256": "3274c1da22ecf727a0435224871d4b17daab3bd31b95c4b8da76c21e7bfeb18c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05848",
    "kind": "arxiv",
    "version": 1
  }
}