Pith Number

pith:SC6SW2NP

pith:2026:SC6SW2NPEOJYCPCEYVWETWIW62

not attested not anchored not stored refs pending

Adaptive Momentum and Nonlinear Damping for Neural Network Training

Aikaterini Karoni, Benedict Leimkuhler, Gabriel Stoltz, Rajit Rajpal

arxiv:2602.00334 v2 · 2026-01-30 · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SC6SW2NPEOJYCPCEYVWETWIW62}

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

2 papers in Pith

Accelerated sampling using SamAdams variable timesteps and position-adaptive Langevin dynamics

Critical Damping as a Momentum Schedule: Multi-Seed Validation, a Hybrid Recipe, and an Exhaustive Negative Result on Surgical Layer Selection

Receipt and verification

First computed	2026-06-29T01:15:03.991612Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90bd2b69af2393813c44c56c49d916f684a9574597fcac8f57b4bf6a16f273cc

Aliases

arxiv: 2602.00334 · arxiv_version: 2602.00334v2 · doi: 10.48550/arxiv.2602.00334 · pith_short_12: SC6SW2NPEOJY · pith_short_16: SC6SW2NPEOJYCPCE · pith_short_8: SC6SW2NP

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/SC6SW2NPEOJYCPCEYVWETWIW62 \
  | 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: 90bd2b69af2393813c44c56c49d916f684a9574597fcac8f57b4bf6a16f273cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "69d3daeb09d62484b39536233930adbc29025df779cfb1210676e4b5b9267d24",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-01-30T21:35:55Z",
    "title_canon_sha256": "6d4faea1306c1a32be5480fdd7806c37b54581456c2b57c6084bb9aed86abaed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.00334",
    "kind": "arxiv",
    "version": 2
  }
}