Pith Number

pith:6UYQRUNF

pith:2024:6UYQRUNF5PYMQ3PKFRONTCLF3Q

not attested not anchored not stored refs pending

Machine Learning with Physics Knowledge for Prediction: A Survey

Ahmed Hendawy, An T. Le, Carlo D'Eramo, Chen Song, Fabian B\"ulow, Jan Peters, Joe Watson, Kay Pompetzki, Martin W. Hoffman, Miles Cranmer, Oleg Arenz, Oliver Weeger, Tanmay Goyal, Theo Gruner, Will Trojak

arxiv:2408.09840 v2 · 2024-08-19 · cs.LG · cs.NA · math.NA · physics.comp-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{6UYQRUNF5PYMQ3PKFRONTCLF3Q}

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

Physics-informed Conditional Normalizing Flows for Angles-only Cislunar Orbit Determination

Receipt and verification

First computed	2026-07-05T11:03:16.158973Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f53108d1a5ebf0c86dea2c5cd98965dc1a1834301831f646ab25cad4c40f08c7

Aliases

arxiv: 2408.09840 · arxiv_version: 2408.09840v2 · doi: 10.48550/arxiv.2408.09840 · pith_short_12: 6UYQRUNF5PYM · pith_short_16: 6UYQRUNF5PYMQ3PK · pith_short_8: 6UYQRUNF

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/6UYQRUNF5PYMQ3PKFRONTCLF3Q \
  | 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: f53108d1a5ebf0c86dea2c5cd98965dc1a1834301831f646ab25cad4c40f08c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f9c1cbc04c4fbedca4c5f68eb943ddedca6a5b780e824de20780bb1bbccfd3a",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "physics.comp-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-19T09:36:07Z",
    "title_canon_sha256": "a7d7067fef8f2e352e1b0bdc15610b7956776c62a14096b6fc1ccb94acda7106"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.09840",
    "kind": "arxiv",
    "version": 2
  }
}