Pith Number

pith:H4H5FE7S

pith:2023:H4H5FE7S3Q2YROYU6QV366UFY3

not attested not anchored not stored refs pending

How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations

Cyrus Neary, Franck Djeumou, Ufuk Topcu

arxiv:2306.06335 v2 · 2023-06-10 · cs.LG · cs.RO · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H4H5FE7S3Q2YROYU6QV366UFY3}

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

2 papers in Pith

Physically Interpretable World Models via Weakly Supervised Representation Learning

Artifacts of Numerical Integration in Learning Dynamical Systems

Receipt and verification

First computed	2026-07-05T07:01:02.574390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f0fd293f2dc3588bb14f42bbf7a85c6fcd2d98493075413fe12d051ff18dd13

Aliases

arxiv: 2306.06335 · arxiv_version: 2306.06335v2 · doi: 10.48550/arxiv.2306.06335 · pith_short_12: H4H5FE7S3Q2Y · pith_short_16: H4H5FE7S3Q2YROYU · pith_short_8: H4H5FE7S

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/H4H5FE7S3Q2YROYU6QV366UFY3 \
  | 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: 3f0fd293f2dc3588bb14f42bbf7a85c6fcd2d98493075413fe12d051ff18dd13

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c366f02b67955882c8b368fdc4ce84007c37c23c5debfa5da930dae5a52fc211",
    "cross_cats_sorted": [
      "cs.RO",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-10T02:33:34Z",
    "title_canon_sha256": "d15298aaa5be6a9e7e878ef71c0def26ee75f42bfa5ccab28d49773989cbc8cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06335",
    "kind": "arxiv",
    "version": 2
  }
}