Pith Number

pith:JPMJ4G6Y

pith:2021:JPMJ4G6YQSM5WZU3CQUVIWNLZU

not attested not anchored not stored refs pending

LEADS: Learning Dynamical Systems that Generalize Across Environments

Emmanuel de B\'ezenac, Ibrahim Ayed, Nicolas Baskiotis, Patrick Gallinari, Yuan Yin

arxiv:2106.04546 v2 · 2021-06-08 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JPMJ4G6YQSM5WZU3CQUVIWNLZU}

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

Generalized Neural Operator for Parametric and Boundary-Value Problems

Receipt and verification

First computed	2026-07-05T03:56:29.536741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bd89e1bd88499db669b14295459abcd3afe74b169b32ba77bed4018f82728c6

Aliases

arxiv: 2106.04546 · arxiv_version: 2106.04546v2 · doi: 10.48550/arxiv.2106.04546 · pith_short_12: JPMJ4G6YQSM5 · pith_short_16: JPMJ4G6YQSM5WZU3 · pith_short_8: JPMJ4G6Y

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/JPMJ4G6YQSM5WZU3CQUVIWNLZU \
  | 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: 4bd89e1bd88499db669b14295459abcd3afe74b169b32ba77bed4018f82728c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b0134a37170ea1766c845d381441bd1c1954dd3a3e5cd324bd71729a4a1ab9c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-08T17:28:19Z",
    "title_canon_sha256": "ab205447449b93a89c08b9404b8724b77f4f0d821888b4164939aadca44b3e8a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04546",
    "kind": "arxiv",
    "version": 2
  }
}