Pith Number

pith:JLYZ6KJL

pith:2025:JLYZ6KJLGSGHQ3IJWBZAXCXDRX

not attested not anchored not stored refs pending

Decision-Focused Learning for Complex System Identification: HVAC Management System Application

Fran\c{c}ois Vall\'ee, Jean-Fran\c{c}ois Toubeau, Pietro Favaro, Yury Dvorkin

arxiv:2501.14708 v1 · 2025-01-24 · eess.SY · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JLYZ6KJLGSGHQ3IJWBZAXCXDRX}

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.

Receipt and verification

First computed	2026-07-05T10:05:04.584609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4af19f292b348c786d09b0720b8ae38de706ea0a8fac9882496987676991e85f

Aliases

arxiv: 2501.14708 · arxiv_version: 2501.14708v1 · doi: 10.48550/arxiv.2501.14708 · pith_short_12: JLYZ6KJLGSGH · pith_short_16: JLYZ6KJLGSGHQ3IJ · pith_short_8: JLYZ6KJL

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/JLYZ6KJLGSGHQ3IJWBZAXCXDRX \
  | 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: 4af19f292b348c786d09b0720b8ae38de706ea0a8fac9882496987676991e85f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc40e0ad4d92c8e79ee4049bbcb70dca4921b0c0e374085bd4a95d5ad39b9c83",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-01-24T18:32:31Z",
    "title_canon_sha256": "ca28b09b21ca257840812a5639617169455eeefcf22bcd3701118c7c4f758125"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.14708",
    "kind": "arxiv",
    "version": 1
  }
}