Pith Number

pith:3JITKHPN

pith:2023:3JITKHPNREOVQWO7K4EPP3OPXC

not attested not anchored not stored refs pending

Linearization of ReLU Activation Function for Neural Network-Embedded Optimization: Optimal Day-Ahead Energy Scheduling

Cunzhi Zhao, Fan Jiang, Xingpeng Li

arxiv:2310.01758 v2 · 2023-10-03 · cs.LG · cs.SY · eess.SY

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\usepackage{pith}
\pithnumber{3JITKHPNREOVQWO7K4EPP3OPXC}

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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

1 paper in Pith

Learning-Assisted Day-Ahead Energy Scheduling for Frequency-Secure Inverter-Dominated Grids with Grid-Forming Battery Energy Storage Systems

Receipt and verification

First computed	2026-07-05T11:09:41.510075Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da51351ded891d5859df5708f7edcfb89c115c93d5ac1b91ddfb861a9ec19cd9

Aliases

arxiv: 2310.01758 · arxiv_version: 2310.01758v2 · doi: 10.48550/arxiv.2310.01758 · pith_short_12: 3JITKHPNREOV · pith_short_16: 3JITKHPNREOVQWO7 · pith_short_8: 3JITKHPN

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/3JITKHPNREOVQWO7K4EPP3OPXC \
  | 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: da51351ded891d5859df5708f7edcfb89c115c93d5ac1b91ddfb861a9ec19cd9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "037a827544edb70e8b5bfe5c36c416a261451ea0bcb410ef44ecfa875784249b",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-03T02:47:38Z",
    "title_canon_sha256": "821e29fc062587aba06ab889cf5e42567b8ef813294ff4539d4e049c7db0462e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.01758",
    "kind": "arxiv",
    "version": 2
  }
}