Pith Number

pith:FG2SN73Q

pith:2024:FG2SN73QRQZD3LMIPRJS4J43R7

not attested not anchored not stored refs pending

Optimal Protocols for Continual Learning via Statistical Physics and Control Theory

Francesca Mignacco, Francesco Mori, Stefano Sarao Mannelli

arxiv:2409.18061 v3 · 2024-09-26 · cs.LG · cond-mat.dis-nn · cond-mat.stat-mech

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FG2SN73QRQZD3LMIPRJS4J43R7}

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

Continual Learning as a Multiphase Moving-Boundary Problem

Receipt and verification

First computed	2026-07-05T12:07:01.090780Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29b526ff708c323dad887c532e279b8fe33e2b13e643d607f0e5b92df81f921b

Aliases

arxiv: 2409.18061 · arxiv_version: 2409.18061v3 · doi: 10.48550/arxiv.2409.18061 · pith_short_12: FG2SN73QRQZD · pith_short_16: FG2SN73QRQZD3LMI · pith_short_8: FG2SN73Q

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/FG2SN73QRQZD3LMIPRJS4J43R7 \
  | 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: 29b526ff708c323dad887c532e279b8fe33e2b13e643d607f0e5b92df81f921b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7d546741694d6ffb12f965732fd84842cab693ba4813625b17ca4d2a597f762",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cond-mat.stat-mech"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-26T17:01:41Z",
    "title_canon_sha256": "ea5db1d921dba7be3181679b8a8adbce475c67780178f03fb0c0d10fd63de833"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.18061",
    "kind": "arxiv",
    "version": 3
  }
}