Pith Number

pith:7K7WASYV

pith:2025:7K7WASYVOKV4ZK6KIXYSFIKWHO

not attested not anchored not stored refs pending

Reinforcement Learning-based Control via Y-wise Affine Neural Networks (YANNs)

Austin Braniff, Yuhe Tian

arxiv:2508.16474 v1 · 2025-08-22 · eess.SY · cs.LG · cs.SY · 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{7K7WASYVOKV4ZK6KIXYSFIKWHO}

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

Reinforcement Learning-based Control via Y-wise Affine Neural Networks: Comparative Case Studies for Chemical Processes

Receipt and verification

First computed	2026-05-21T01:05:08.136184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fabf604b1572abccabca45f122a1563badfe009d14f3692bd8721f2930f5e483

Aliases

arxiv: 2508.16474 · arxiv_version: 2508.16474v1 · doi: 10.48550/arxiv.2508.16474 · pith_short_12: 7K7WASYVOKV4 · pith_short_16: 7K7WASYVOKV4ZK6K · pith_short_8: 7K7WASYV

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/7K7WASYVOKV4ZK6KIXYSFIKWHO \
  | 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: fabf604b1572abccabca45f122a1563badfe009d14f3692bd8721f2930f5e483

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7603fbac56a69c6c96bb2b980e887ab1bcda96c3f9c77f5de76742430c7e1e26",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-08-22T15:42:03Z",
    "title_canon_sha256": "87115731d3c32024d4023098131eb6bd8ee8bdf38e87d2308eff61a3218015fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.16474",
    "kind": "arxiv",
    "version": 1
  }
}