Pith Number

pith:VS534PKD

pith:2024:VS534PKD3EGC75MC6BXXTQKQ7D

not attested not anchored not stored refs pending

Physics-informed nonlinear vector autoregressive models for the prediction of dynamical systems

James H. Adler, Samuel Hocking, Shafiqul Islam, Xiaozhe Hu

arxiv:2407.18057 v1 · 2024-07-25 · math.DS · cs.LG

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\usepackage{pith}
\pithnumber{VS534PKD3EGC75MC6BXXTQKQ7D}

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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

2 papers in Pith

Flow map learning in nonlinear vector autoregressive models: influence of the feature-library structure on the training error

Parallel Scan Recurrent Neural Quantum States for Scalable Variational Monte Carlo

Receipt and verification

First computed	2026-07-05T08:48:33.717911Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acbbbe3d43d90c2ff582f06f79c150f8cfa1cb79635de0d29b01b5d733f1a741

Aliases

arxiv: 2407.18057 · arxiv_version: 2407.18057v1 · doi: 10.48550/arxiv.2407.18057 · pith_short_12: VS534PKD3EGC · pith_short_16: VS534PKD3EGC75MC · pith_short_8: VS534PKD

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/VS534PKD3EGC75MC6BXXTQKQ7D \
  | 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: acbbbe3d43d90c2ff582f06f79c150f8cfa1cb79635de0d29b01b5d733f1a741

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b57d8f76a0bf6c99ef51763f3e57626bba5b07028ea194caeed26b6b9e0a19e",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.DS",
    "submitted_at": "2024-07-25T14:10:42Z",
    "title_canon_sha256": "449e8b46779f04a7199a74a0dd003a7fb12a65016f5fb2b7213cb39104d2379a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.18057",
    "kind": "arxiv",
    "version": 1
  }
}