Pith Number

pith:4KA57QFD

pith:2026:4KA57QFDZ533GTABHTORMN6LPN

not attested not anchored not stored refs pending

When Smaller Wins: Dual-Stage Distillation and Pareto-Guided Compression of Liquid Neural Networks for Edge Battery Prognostics

Dhivya Dharshini Kannan, Jianbiao Wang, Man-Fai Ng, Wei Li, Wei Zhang, Zhi Wei Seh

arxiv:2601.06227 v3 · 2026-01-09 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4KA57QFDZ533GTABHTORMN6LPN}

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.

Receipt and verification

First computed	2026-06-12T01:08:20.841310Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e281dfc0a3cf77b34c013cdd1637cb7b67d263f6f04b28d371f54c8790c6a5e1

Aliases

arxiv: 2601.06227 · arxiv_version: 2601.06227v3 · doi: 10.48550/arxiv.2601.06227 · pith_short_12: 4KA57QFDZ533 · pith_short_16: 4KA57QFDZ533GTAB · pith_short_8: 4KA57QFD

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/4KA57QFDZ533GTABHTORMN6LPN \
  | 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: e281dfc0a3cf77b34c013cdd1637cb7b67d263f6f04b28d371f54c8790c6a5e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24c1937db1572e953b5ae1d97479ce4f128489db2d57a2adbd376905ee934ad0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-01-09T10:20:21Z",
    "title_canon_sha256": "27ae48f09d83cbdb95d8945927d6ee2e819893e53c81b56d49ad7f03af31fe80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.06227",
    "kind": "arxiv",
    "version": 3
  }
}