Pith Number

pith:S52ENV57

pith:2017:S52ENV57RH6JY2P27ZFP4DCCZN

not attested not anchored not stored refs pending

Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge

Arthur Pajot, Emmanuel de Bezenac, Patrick Gallinari

arxiv:1711.07970 v2 · 2017-11-21 · cs.AI · cs.LG · 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{S52ENV57RH6JY2P27ZFP4DCCZN}

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

The wall confronting large language models

Receipt and verification

First computed	2026-05-18T00:26:23.769748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

977446d7bf89fc9c69fafe4afe0c42cb45e3b724ee4b62add8b47b2b6043862e

Aliases

arxiv: 1711.07970 · arxiv_version: 1711.07970v2 · doi: 10.48550/arxiv.1711.07970 · pith_short_12: S52ENV57RH6J · pith_short_16: S52ENV57RH6JY2P2 · pith_short_8: S52ENV57

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/S52ENV57RH6JY2P27ZFP4DCCZN \
  | 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: 977446d7bf89fc9c69fafe4afe0c42cb45e3b724ee4b62add8b47b2b6043862e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dffe95a314897cb803bb0829fa452dfbd202ec70d2803772c6b1eb95f804260c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-11-21T18:49:47Z",
    "title_canon_sha256": "1ba04f5e4c8a94d82d65b9179625851fb80c180ccd3b5d23255a1091e0f6e68c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.07970",
    "kind": "arxiv",
    "version": 2
  }
}