Pith Number

pith:BYTRS5U5

pith:2021:BYTRS5U5HALGQLNZPAJTNAO27Y

not attested not anchored not stored refs pending

Learning Dissipative Dynamics in Chaotic Systems

Andrew Stuart, Anima Anandkumar, Burigede Liu, Kamyar Azizzadenesheli, Kaushik Bhattacharya, Miguel Liu-Schiaffini, Nikola Kovachki, Zongyi Li

arxiv:2106.06898 v2 · 2021-06-13 · cs.LG · math.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BYTRS5U5HALGQLNZPAJTNAO27Y}

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

4 papers in Pith

Semigroup Consistency as a Diagnostic for Learned Physics Simulators

A DeepONet for inverting the Neumann-to-Dirichlet Operator in Electrical Impedance Tomography: An approximation theoretic perspective and numerical results

Quantum-Informed Machine Learning for Predicting Spatiotemporal Chaos with Practical Quantum Advantage

Is Flow Matching Just Trajectory Replay for Sequential Data?

Receipt and verification

First computed	2026-07-05T05:01:35.801876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e2719769d3816682db978133681dafe0a2dcbd63ab5924f8d779e8441619514

Aliases

arxiv: 2106.06898 · arxiv_version: 2106.06898v2 · doi: 10.48550/arxiv.2106.06898 · pith_short_12: BYTRS5U5HALG · pith_short_16: BYTRS5U5HALGQLNZ · pith_short_8: BYTRS5U5

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/BYTRS5U5HALGQLNZPAJTNAO27Y \
  | 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: 0e2719769d3816682db978133681dafe0a2dcbd63ab5924f8d779e8441619514

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "861a3a7af5f2071cac75d27ba7696015ec754d89cab147e33a4e8f24904b8fa8",
    "cross_cats_sorted": [
      "math.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-13T02:24:50Z",
    "title_canon_sha256": "4fb5d78a061fc0f27e47d4143a13834750051d97cf48ae663b5d426dbbbaed22"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.06898",
    "kind": "arxiv",
    "version": 2
  }
}