Pith Number

pith:I4LS52K5

pith:2025:I4LS52K5JP2ZALSJNOJYTAO4K2

not attested not anchored not stored refs pending

Hybrid Adaptive Modeling in Process Monitoring: Leveraging Sequence Encoders and Physics-Informed Neural Networks

Domenico Borzacchiello, Mouad Elaarabi, Nathan Lauzeral, Philippe Le Bot, Sebastien Comas-Cardona

arxiv:2505.14252 v2 · 2025-05-20 · cs.LG · 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{I4LS52K5JP2ZALSJNOJYTAO4K2}

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	2026-07-05T11:57:36.806746Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47172ee95d4bf5902e496b938981dc56820e6e8f439b5f3b76d82f3b60652b48

Aliases

arxiv: 2505.14252 · arxiv_version: 2505.14252v2 · doi: 10.48550/arxiv.2505.14252 · pith_short_12: I4LS52K5JP2Z · pith_short_16: I4LS52K5JP2ZALSJ · pith_short_8: I4LS52K5

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/I4LS52K5JP2ZALSJNOJYTAO4K2 \
  | 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: 47172ee95d4bf5902e496b938981dc56820e6e8f439b5f3b76d82f3b60652b48

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "952bf073952de63a3f2ebcf4020e745a2cf26358513733b15ea85cdaea64968b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T12:05:17Z",
    "title_canon_sha256": "2887723b642caa8845b521f2551e32979746dcbcdaf9eb4e11c0b50964efa8d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14252",
    "kind": "arxiv",
    "version": 2
  }
}