Pith Number

pith:SH5QDB74

pith:2024:SH5QDB74KZOE326324CHR5ZX52

not attested not anchored not stored refs pending

Task-Parameter Nexus: Task-Specific Parameter Learning for Model-Based Control

Naira Hovakimyan, Ran Tao, Sheng Cheng, Shenlong Wang, Xiaofeng Wang, Yuliang Gu

arxiv:2412.12448 v2 · 2024-12-17 · cs.RO · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SH5QDB74KZOE326324CHR5ZX52}

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	2026-07-05T10:46:39.929139Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91fb0187fc565c4debdbd70478f737ee9937a5e6727d25d3754e99efde21c3d6

Aliases

arxiv: 2412.12448 · arxiv_version: 2412.12448v2 · doi: 10.48550/arxiv.2412.12448 · pith_short_12: SH5QDB74KZOE · pith_short_16: SH5QDB74KZOE3263 · pith_short_8: SH5QDB74

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/SH5QDB74KZOE326324CHR5ZX52 \
  | 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: 91fb0187fc565c4debdbd70478f737ee9937a5e6727d25d3754e99efde21c3d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1fe87c80ea88a19e4f8bc2c7628f6e09347c0d29c02fa819188492b30f3bad2",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2024-12-17T01:24:02Z",
    "title_canon_sha256": "5db6a2a2ec55d41333bbab534dee23f2748df52744b1e67301d94969ef37b3cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.12448",
    "kind": "arxiv",
    "version": 2
  }
}