Pith Number

pith:D3MLV3ZY

pith:2022:D3MLV3ZYMX62V7ACCG2C4CDDZ7

not attested not anchored not stored refs pending

Data-driven sensor placement with shallow decoder networks

Jan Williams, J. Nathan Kutz, Olivia Zahn

arxiv:2202.05330 v1 · 2022-02-10 · math.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D3MLV3ZYMX62V7ACCG2C4CDDZ7}

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

From Models To Experiments: Shallow Recurrent Decoder Networks on the DYNASTY Experimental Facility

Receipt and verification

First computed	2026-07-05T03:56:07.103853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ed8baef3865fdaafc0211b42e0863cfca1f1aa1bddbd31ce837ebf79a93923f

Aliases

arxiv: 2202.05330 · arxiv_version: 2202.05330v1 · doi: 10.48550/arxiv.2202.05330 · pith_short_12: D3MLV3ZYMX62 · pith_short_16: D3MLV3ZYMX62V7AC · pith_short_8: D3MLV3ZY

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/D3MLV3ZYMX62V7ACCG2C4CDDZ7 \
  | 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: 1ed8baef3865fdaafc0211b42e0863cfca1f1aa1bddbd31ce837ebf79a93923f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "93b0df191ec81d4d34902627a61275106aa08f171c62dd764a6116b190557293",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.DS",
    "submitted_at": "2022-02-10T21:19:23Z",
    "title_canon_sha256": "4e4aa438c778410913a03ca20b8520a51c84dbc82272d48a93085680344d0c47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.05330",
    "kind": "arxiv",
    "version": 1
  }
}