Pith Number

pith:5GFEPLDA

pith:2024:5GFEPLDAK6CBHDFGECTU6DBG4R

not attested not anchored not stored refs pending

The impact of AI on engineering design procedures for dynamical systems

Benedict R\"oder, Borse Aditya, C. David Remy, Christopher Blech, Dieter Bestle, Gulakala Rutwik, Jan van Delden, Julius Schultz, Kathrin Fla{\ss}kamp, Kristin M. de Payrebrune, Manish Yadav, Marcus Stoffel, Maximilian Raff, Meike Wohlleben, Merten Stender, Peter Eberhard, Sabine C.Langer, Sebastian Peitz, Thomas Sattel, Timo L\"uddecke, Tom Str\"ohla, Walter Sextro

arxiv:2412.12230 v1 · 2024-12-16 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5GFEPLDAK6CBHDFGECTU6DBG4R}

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	2026-07-05T09:50:11.983907Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e98a47ac605784138ca620a74f0c26e45d858c985cbaa9d877887a2f53f7edef

Aliases

arxiv: 2412.12230 · arxiv_version: 2412.12230v1 · doi: 10.48550/arxiv.2412.12230 · pith_short_12: 5GFEPLDAK6CB · pith_short_16: 5GFEPLDAK6CBHDFG · pith_short_8: 5GFEPLDA

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/5GFEPLDAK6CBHDFGECTU6DBG4R \
  | 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: e98a47ac605784138ca620a74f0c26e45d858c985cbaa9d877887a2f53f7edef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5417e3c9d77c86c8ece4984bd3c224ffdb5a6662eb604eb7af121facf3b55303",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-12-16T14:26:27Z",
    "title_canon_sha256": "9ce17ced6a1335c1164a2eed6bbdfb921e7c2198d0d252048841bbc581b62007"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12230",
    "kind": "arxiv",
    "version": 1
  }
}