Pith Number

pith:7GLKV6HN

pith:2025:7GLKV6HN6PA5DLX7MMS4KCCO72

not attested not anchored not stored refs pending

Causal Time Series Generation via Diffusion Models

Chang Xu, Jiang Bian, Li Zhao, Qingsong Wen, Roger Zimmermann, Yutong Xia, Yuxuan Liang

arxiv:2509.20846 v3 · 2025-09-25 · cs.LG

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\usepackage{pith}
\pithnumber{7GLKV6HN6PA5DLX7MMS4KCCO72}

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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

3 papers in Pith

Interventional Time Series Priors for Causal Foundation Models

Intervention-Based Time Series Causal Discovery via Simulator-Generated Interventional Distributions

Causal Diffusion Models for Counterfactual Outcome Distributions in Longitudinal Data

Receipt and verification

First computed	2026-05-17T23:39:17.450150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f996aaf8edf3c1d1aeff6325c5084efe959124e1717d7ae31be5c137475b4128

Aliases

arxiv: 2509.20846 · arxiv_version: 2509.20846v3 · doi: 10.48550/arxiv.2509.20846 · pith_short_12: 7GLKV6HN6PA5 · pith_short_16: 7GLKV6HN6PA5DLX7 · pith_short_8: 7GLKV6HN

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/7GLKV6HN6PA5DLX7MMS4KCCO72 \
  | 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: f996aaf8edf3c1d1aeff6325c5084efe959124e1717d7ae31be5c137475b4128

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ce136cd51a787738e1e73283bb42f7a64e6be995448e64f04aff14edd0754bf",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-09-25T07:34:46Z",
    "title_canon_sha256": "2b3e18a01aa89994d77143691ec4fa6ab4008d92cb2c3bdececdd270b5eb718b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.20846",
    "kind": "arxiv",
    "version": 3
  }
}