Pith Number

pith:GWSS2MGD

pith:2025:GWSS2MGDYFFQCWB46LHQ2GFB3C

not attested not anchored not stored refs pending

Interpretable deep convolutional model for nonlinear multivariate time series in complex systems

Davor Horvatic, Domjan Baric

arxiv:2501.04339 v2 · 2025-01-08 · stat.ML · cs.LG · physics.app-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{GWSS2MGDYFFQCWB46LHQ2GFB3C}

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	2026-06-10T01:09:14.497602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

35a52d30c3c14b01583cf2cf0d18a1d8a22fc3f6c33d2381703ca05967198565

Aliases

arxiv: 2501.04339 · arxiv_version: 2501.04339v2 · doi: 10.48550/arxiv.2501.04339 · pith_short_12: GWSS2MGDYFFQ · pith_short_16: GWSS2MGDYFFQCWB4 · pith_short_8: GWSS2MGD

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/GWSS2MGDYFFQCWB46LHQ2GFB3C \
  | 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: 35a52d30c3c14b01583cf2cf0d18a1d8a22fc3f6c33d2381703ca05967198565

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b365626691ac7c789cd0bed3cc84c891f2c964a73a145bcd0ddbdc26ebe9656",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.app-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-08T08:21:58Z",
    "title_canon_sha256": "871466495a83121de1ead12d28d93ec8429db7fafff8bb0f07a0dba6e4e6c726"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04339",
    "kind": "arxiv",
    "version": 2
  }
}