Pith Number

pith:K2SA6QYT

pith:2025:K2SA6QYTIKD6ZTBEZFZXLCRV4Z

not attested not anchored not stored refs pending

Generalizable Implicit Neural Representations via Parameterized Latent Dynamics for Baroclinic Ocean Forecasting

Balu Nadiga, Guang Zhao, Luke Van Roekel, Seungjun Lee, Shinjae Yoo, Sri Hari Krishna Narayanan, Wei Xu, Xihaier Luo, Yihui Ren, Yixuan Sun

arxiv:2503.21588 v1 · 2025-03-27 · cs.LG · physics.ao-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K2SA6QYTIKD6ZTBEZFZXLCRV4Z}

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.

Receipt and verification

First computed	2026-07-05T10:41:02.315753Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56a40f43134287eccc24c973758a35e670d82fad7db03f0eb2f7dff9a6a215af

Aliases

arxiv: 2503.21588 · arxiv_version: 2503.21588v1 · doi: 10.48550/arxiv.2503.21588 · pith_short_12: K2SA6QYTIKD6 · pith_short_16: K2SA6QYTIKD6ZTBE · pith_short_8: K2SA6QYT

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/K2SA6QYTIKD6ZTBEZFZXLCRV4Z \
  | 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: 56a40f43134287eccc24c973758a35e670d82fad7db03f0eb2f7dff9a6a215af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "df04ade54673862246b07ad891865661747401fe54745a925694ea40e5b01a0d",
    "cross_cats_sorted": [
      "physics.ao-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-03-27T15:04:52Z",
    "title_canon_sha256": "8eaf7a35ebe47c7620f9a1fe353de406425bf11ca74ceb9f3281a939d60efdc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.21588",
    "kind": "arxiv",
    "version": 1
  }
}