Pith Number

pith:K4ILYYJC

pith:2024:K4ILYYJCCT24V6CIFVPDLQQMPW

not attested not anchored not stored refs pending

State-space models are accurate and efficient neural operators for dynamical systems

George Em Karniadakis, Kenji Kawaguchi, Nazanin Ahmadi Daryakenari, Qianli Shen, Zheyuan Hu

arxiv:2409.03231 v2 · 2024-09-05 · cs.LG · cs.NA · math.DS · math.NA · 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{K4ILYYJCCT24V6CIFVPDLQQMPW}

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

3 papers in Pith

Drivetrain simulation using variational autoencoders

Kinetic-Mamba: Mamba-Assisted Predictions of Stiff Chemical Kinetics

Curvature-Aware Optimization for High-Accuracy Physics-Informed Neural Networks

Receipt and verification

First computed	2026-07-05T10:05:44.788767Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5710bc612214f5caf8482d5e35c20c7dba4f4b1cfc1fa00e74a0c313843deeec

Aliases

arxiv: 2409.03231 · arxiv_version: 2409.03231v2 · doi: 10.48550/arxiv.2409.03231 · pith_short_12: K4ILYYJCCT24 · pith_short_16: K4ILYYJCCT24V6CI · pith_short_8: K4ILYYJC

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/K4ILYYJCCT24V6CIFVPDLQQMPW \
  | 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: 5710bc612214f5caf8482d5e35c20c7dba4f4b1cfc1fa00e74a0c313843deeec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4023cb120efe1d92274b842f31c0cd770d0890011e276c7931aa33da846004a",
    "cross_cats_sorted": [
      "cs.NA",
      "math.DS",
      "math.NA",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-05T03:57:28Z",
    "title_canon_sha256": "81f229ba8d313b64f5988d48c72346c01589696bcb0824f0acfe19190c2ad8ed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.03231",
    "kind": "arxiv",
    "version": 2
  }
}