Pith Number

pith:KA6GZFRF

pith:2022:KA6GZFRF4GPPQP5AIUJJSZ35MY

not attested not anchored not stored refs pending

Stabilized Neural Ordinary Differential Equations for Long-Time Forecasting of Dynamical Systems

Alec J. Linot, Joshua W. Burby, Michael D. Graham, Prasanna Balaprakash, Qi Tang, Romit Maulik

arxiv:2203.15706 v2 · 2022-03-29 · cs.LG

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\usepackage{pith}
\pithnumber{KA6GZFRF4GPPQP5AIUJJSZ35MY}

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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

1 paper in Pith

Frequency-Domain Neural ODEs for Modeling Non-Linear Dynamical Systems

Receipt and verification

First computed	2026-07-05T05:28:21.414066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

503c6c9625e19ef83fa0451299677d6623eaf83c0ad40f712e33927de24f1b5c

Aliases

arxiv: 2203.15706 · arxiv_version: 2203.15706v2 · doi: 10.48550/arxiv.2203.15706 · pith_short_12: KA6GZFRF4GPP · pith_short_16: KA6GZFRF4GPPQP5A · pith_short_8: KA6GZFRF

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/KA6GZFRF4GPPQP5AIUJJSZ35MY \
  | 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: 503c6c9625e19ef83fa0451299677d6623eaf83c0ad40f712e33927de24f1b5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6c04a9081f947fc1d660d736b902272e7bf9fe8c4efd0ab9ba6528b41123bfa9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-29T16:10:34Z",
    "title_canon_sha256": "ddcc787e9b90ab353e7ba62f42d1adbd4f2e7caeee64b720b9f3be4452a7b059"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.15706",
    "kind": "arxiv",
    "version": 2
  }
}