Pith Number

pith:FAZB2YL5

pith:2025:FAZB2YL5EOJNPBKVSHCJQYRPZX

not attested not anchored not stored refs pending

Interpretable Spatial-Temporal Fusion Transformers: Multi-Output Prediction for Parametric Dynamical Systems with Time-Varying Inputs

Lihong Feng, Peter Benner, Shuwen Sun

arxiv:2505.00473 v1 · 2025-05-01 · cs.LG · cs.NA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FAZB2YL5EOJNPBKVSHCJQYRPZX}

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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

1 paper in Pith

Target Parameterization in Diffusion Models for Nonlinear Spatiotemporal System Identification

Receipt and verification

First computed	2026-07-05T10:57:14.145754Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28321d617d2392d7855591c498622fcde5ef26a5cbca0b5f4f56c9c153eebbb6

Aliases

arxiv: 2505.00473 · arxiv_version: 2505.00473v1 · doi: 10.48550/arxiv.2505.00473 · pith_short_12: FAZB2YL5EOJN · pith_short_16: FAZB2YL5EOJNPBKV · pith_short_8: FAZB2YL5

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/FAZB2YL5EOJNPBKVSHCJQYRPZX \
  | 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: 28321d617d2392d7855591c498622fcde5ef26a5cbca0b5f4f56c9c153eebbb6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50ee7c89238b39c28e6c176a95a03d74f9845b8732134947d1ab20fc47d85fb8",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-01T11:55:42Z",
    "title_canon_sha256": "cf1eb80f901756f7970b39dc56ea762f61705c3770aa3de90310b69c5c950639"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.00473",
    "kind": "arxiv",
    "version": 1
  }
}