Pith Number

pith:JKXPL7UN

pith:2020:JKXPL7UNS4GMLHE7IEK57C3P2D

not attested not anchored not stored refs pending

Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting

Emmanuel de B\'ezenac, Ibrahim Ayed, J\'er\'emie Dona, Nicolas Thome, Patrick Gallinari, Vincent Le Guen, Yuan Yin

arxiv:2010.04456 v6 · 2020-10-09 · stat.ML · cs.AI · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JKXPL7UNS4GMLHE7IEK57C3P2D}

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	2026-07-05T04:21:43.764721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4aaef5fe8d970cc59c9f4115df8b6fd0e613332f363b216b3180cee651014f66

Aliases

arxiv: 2010.04456 · arxiv_version: 2010.04456v6 · doi: 10.48550/arxiv.2010.04456 · pith_short_12: JKXPL7UNS4GM · pith_short_16: JKXPL7UNS4GMLHE7 · pith_short_8: JKXPL7UN

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/JKXPL7UNS4GMLHE7IEK57C3P2D \
  | 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: 4aaef5fe8d970cc59c9f4115df8b6fd0e613332f363b216b3180cee651014f66

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c36cbcb8d08edb161f646a881ec250f6f9979affa49a0b2c457f301fc22c7203",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-10-09T09:31:03Z",
    "title_canon_sha256": "6664b861d05225e133cdb98cd585e8457e57d83a500b46293d68ad639f986553"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.04456",
    "kind": "arxiv",
    "version": 6
  }
}