Pith Number

pith:DIX5HOQQ

pith:2024:DIX5HOQQ5MSXOFDAFGXEKG6VFE

not attested not anchored not stored refs pending

Out-of-Domain Generalization in Dynamical Systems Reconstruction

Daniel Durstewitz, Florian Hess, Manuel Brenner, Niclas G\"oring, Zahra Monfared

arxiv:2402.18377 v2 · 2024-02-28 · cs.LG · cs.AI · math.DS · nlin.CD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DIX5HOQQ5MSXOFDAFGXEKG6VFE}

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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

4 papers in Pith

PnP-Corrector: A Universal Correction Framework for Coupled Spatiotemporal Forecasting

State-Space NTK Collapse Near Bifurcations

PnP-Corrector: A Universal Correction Framework for Coupled Spatiotemporal Forecasting

The Global Empirical NTK: Self-Referential Bias and Dimensionality of Gradient Descent Learning

Receipt and verification

First computed	2026-07-05T08:28:59.897427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a2fd3ba10eb2577146029ae451bd529393334727e617b06e72c66ec86560599

Aliases

arxiv: 2402.18377 · arxiv_version: 2402.18377v2 · doi: 10.48550/arxiv.2402.18377 · pith_short_12: DIX5HOQQ5MSX · pith_short_16: DIX5HOQQ5MSXOFDA · pith_short_8: DIX5HOQQ

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/DIX5HOQQ5MSXOFDAFGXEKG6VFE \
  | 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: 1a2fd3ba10eb2577146029ae451bd529393334727e617b06e72c66ec86560599

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a3e41708c7a436a88afa027a89329621026c31ff21389943f3a3a998723bfb74",
    "cross_cats_sorted": [
      "cs.AI",
      "math.DS",
      "nlin.CD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-28T14:52:58Z",
    "title_canon_sha256": "13b70f51708680a9ea4ff888cdae0df6e0b8cf0f1801506717aeb086a0ec1dc2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.18377",
    "kind": "arxiv",
    "version": 2
  }
}