Pith Number

pith:KJ4U4LP2

pith:2023:KJ4U4LP25EHVTFCWLNECB4K2I4

not attested not anchored not stored refs pending

Enhancing Predictive Capabilities in Data-Driven Dynamical Modeling with Automatic Differentiation: Koopman and Neural ODE Approaches

Alec J. Linot, C. Ricardo Constante-Amores, Michael D. Graham

arxiv:2310.06790 v2 · 2023-10-10 · 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{KJ4U4LP25EHVTFCWLNECB4K2I4}

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

A Modified Bisecting K-Means for Approximating Transfer Operators: Application to the Lorenz Equations

Receipt and verification

First computed	2026-07-05T07:56:53.743586Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

52794e2dfae90f5994565b4820f15a470166b437fef1a7d2fabc8bf9c7feab98

Aliases

arxiv: 2310.06790 · arxiv_version: 2310.06790v2 · doi: 10.48550/arxiv.2310.06790 · pith_short_12: KJ4U4LP25EHV · pith_short_16: KJ4U4LP25EHVTFCW · pith_short_8: KJ4U4LP2

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/KJ4U4LP25EHVTFCWLNECB4K2I4 \
  | 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: 52794e2dfae90f5994565b4820f15a470166b437fef1a7d2fabc8bf9c7feab98

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d90dd7a702d58c05fb0d81dc314c0f36aaefa379e674353f8d572f5e6347c4bc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-10T17:04:21Z",
    "title_canon_sha256": "de064e6e8cba836d6b9b182e40fa6761eb52da4f0be82e57f587854d83599132"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.06790",
    "kind": "arxiv",
    "version": 2
  }
}