Pith Number

pith:NISLFO67

pith:2023:NISLFO676U6ROFZBYBX56HSG3I

not attested not anchored not stored refs pending

ODEFormer: Symbolic Regression of Dynamical Systems with Transformers

Alexander Mathis, Niki Kilbertus, Philippe Schwaller, S\"oren Becker, St\'ephane d'Ascoli

arxiv:2310.05573 v1 · 2023-10-09 · cs.LG

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\usepackage{pith}
\pithnumber{NISLFO676U6ROFZBYBX56HSG3I}

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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

5 papers in Pith

Extracting Governing Equations from Latent Dynamics via Multi-View Contrastive Learning

Scalable Mechanistic Neural Networks for Differential Equations and Machine Learning

Discovery of Nonlinear Dynamics with Automated Basis Function Generation

FLUID: Continuous-Time Hyperconnected Sparse Transformer for Sink-Free Learning

Neuro-Symbolic ODE Discovery with Latent Grammar Flow

Receipt and verification

First computed	2026-07-05T06:58:47.131220Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a24b2bbdff53d171721c06fdf1e46da215b95998128f206bc997f96c53d0d15

Aliases

arxiv: 2310.05573 · arxiv_version: 2310.05573v1 · doi: 10.48550/arxiv.2310.05573 · pith_short_12: NISLFO676U6R · pith_short_16: NISLFO676U6ROFZB · pith_short_8: NISLFO67

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/NISLFO676U6ROFZBYBX56HSG3I \
  | 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: 6a24b2bbdff53d171721c06fdf1e46da215b95998128f206bc997f96c53d0d15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56878bb2ceb2f441109fec142dcfd19bafb8d271bb2d4861e15090491be23b79",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-09T09:54:12Z",
    "title_canon_sha256": "8f00828964c31381f2d1ea4e4645db8f60cec05925ceef2e3512374a498dbf5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05573",
    "kind": "arxiv",
    "version": 1
  }
}