Pith Number

pith:HVMLIGK2

pith:2023:HVMLIGK2JP6H6WE6T24UYLQPBG

not attested not anchored not stored refs pending

Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems

Georgios Arampatzis, Ivica Ki\v{c}i\'c, Leonidas Guibas, Michail Chatzimanolakis, Pantelis R. Vlachas, Petros Koumoutsakos

arxiv:2304.01732 v1 · 2023-04-04 · physics.comp-ph · cs.LG · physics.flu-dyn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HVMLIGK2JP6H6WE6T24UYLQPBG}

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

Adaptive Learning Systems: Personalized Curriculum Design Using LLM-Powered Analytics

Receipt and verification

First computed	2026-07-05T05:57:44.419954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d58b4195a4bfc7f589e9eb94c2e0f09b7efce382c689953aa58ff18838126ac

Aliases

arxiv: 2304.01732 · arxiv_version: 2304.01732v1 · doi: 10.48550/arxiv.2304.01732 · pith_short_12: HVMLIGK2JP6H · pith_short_16: HVMLIGK2JP6H6WE6 · pith_short_8: HVMLIGK2

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/HVMLIGK2JP6H6WE6T24UYLQPBG \
  | 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: 3d58b4195a4bfc7f589e9eb94c2e0f09b7efce382c689953aa58ff18838126ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8994a64037bdfa25c2424edf3c3f11788f7e6ecfd318b91338145c6259fd99c",
    "cross_cats_sorted": [
      "cs.LG",
      "physics.flu-dyn"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "physics.comp-ph",
    "submitted_at": "2023-04-04T12:05:51Z",
    "title_canon_sha256": "148afae5cfc0b9333033dfdbfd893280582fba647aa396601f88bfeee00248df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.01732",
    "kind": "arxiv",
    "version": 1
  }
}