Pith Number

pith:BRWM2Y7Z

pith:2024:BRWM2Y7ZXJDNYXCRPWX4DOAIYN

not attested not anchored not stored refs pending

Revisiting the Initial Steps in Adaptive Gradient Descent Optimization

Abulikemu Abuduweili, Changliu Liu

arxiv:2412.02153 v2 · 2024-12-03 · 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{BRWM2Y7ZXJDNYXCRPWX4DOAIYN}

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

A Provably Robust Multi-Jet Framework applied to Active Flow Control of an Airfoil in Weakly Compressible Flow

Receipt and verification

First computed	2026-07-05T10:12:50.400449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c6ccd63f9ba46dc5c517dafc1b808c373edf914be2fcce2333f8d5d1dcb1580

Aliases

arxiv: 2412.02153 · arxiv_version: 2412.02153v2 · doi: 10.48550/arxiv.2412.02153 · pith_short_12: BRWM2Y7ZXJDN · pith_short_16: BRWM2Y7ZXJDNYXCR · pith_short_8: BRWM2Y7Z

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/BRWM2Y7ZXJDNYXCRPWX4DOAIYN \
  | 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: 0c6ccd63f9ba46dc5c517dafc1b808c373edf914be2fcce2333f8d5d1dcb1580

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "85ef16b46b6fb28b36e3aed403d4bd67580a9952d1254f1cc934e04772f81f8b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-03T04:28:14Z",
    "title_canon_sha256": "e59624e331ffee9e2e6bd64aa1fa8b62785243cc2bf4fe3c65c5c93f0ede94ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.02153",
    "kind": "arxiv",
    "version": 2
  }
}