Pith Number

pith:V2ISHYQF

pith:2025:V2ISHYQFI2KXFG6C5HK6CJRBE5

not attested not anchored not stored refs pending

YANNs: Y-wise Affine Neural Networks for Exact and Efficient Representations of Piecewise Linear Functions

Austin Braniff, Yuhe Tian

arxiv:2505.07054 v1 · 2025-05-11 · 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{V2ISHYQFI2KXFG6C5HK6CJRBE5}

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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

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

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

Receipt and verification

First computed	2026-05-21T01:05:05.926427Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae9123e2054695729bc2e9d5e126212764cb49fb5fb8cf40da462490e40293aa

Aliases

arxiv: 2505.07054 · arxiv_version: 2505.07054v1 · doi: 10.48550/arxiv.2505.07054 · pith_short_12: V2ISHYQFI2KX · pith_short_16: V2ISHYQFI2KXFG6C · pith_short_8: V2ISHYQF

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/V2ISHYQFI2KXFG6C5HK6CJRBE5 \
  | 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: ae9123e2054695729bc2e9d5e126212764cb49fb5fb8cf40da462490e40293aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2309e35c49b754db700007fa36953f5d96cfe4ece7e11ce4e9ceeb2541a92427",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-05-11T16:55:38Z",
    "title_canon_sha256": "0a447a4b6cdd17c10f30b83dc3534283717a30211a28bd2e716e6397536e3350"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.07054",
    "kind": "arxiv",
    "version": 1
  }
}