Pith Number

pith:PVNRAP3J

pith:2025:PVNRAP3JYGPFXWTOXMISVKMCD6

not attested not anchored not stored refs pending

Foundation vs. Specialized Models: Evaluating Catastrophic Forgetting in Continual Time Series Forecasting

Denis Coquenet, Elisa Fromont, Marina Reyboz, Martial Mermillod, Nouha Karaouli

arxiv:2510.00809 v3 · 2025-10-01 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PVNRAP3JYGPFXWTOXMISVKMCD6}

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

1 paper in Pith

FETS Benchmark: Foundation Models Enable Scalable and Generalizable Energy Time Series Forecasting

Receipt and verification

First computed	2026-06-29T01:14:24.438408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7d5b103f69c19e5bda6ebb112aa9821f8ea3b37521658129b28d88637eb17777

Aliases

arxiv: 2510.00809 · arxiv_version: 2510.00809v3 · doi: 10.48550/arxiv.2510.00809 · pith_short_12: PVNRAP3JYGPF · pith_short_16: PVNRAP3JYGPFXWTO · pith_short_8: PVNRAP3J

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/PVNRAP3JYGPFXWTOXMISVKMCD6 \
  | 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: 7d5b103f69c19e5bda6ebb112aa9821f8ea3b37521658129b28d88637eb17777

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8bf0c47c90f022e569b94ec66ab4e00e7e733d726333aedb510e770e65e20e06",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-01T12:14:34Z",
    "title_canon_sha256": "61d3d9c700f5065335d021d94171695651426febcd07ece50be26683541e96d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.00809",
    "kind": "arxiv",
    "version": 3
  }
}