Pith Number

pith:GNGDJC4H

pith:2021:GNGDJC4HWERBPF6GEDFC2UQD3B

not attested not anchored not stored refs pending

Solving Multistage Stochastic Linear Programming via Regularized Linear Decision Rules: An Application to Hydrothermal Dispatch Planning

Alexandre Street, Felipe Nazare

arxiv:2110.03146 v3 · 2021-10-07 · math.OC · cs.LG · cs.SY · econ.EM · eess.SY · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GNGDJC4HWERBPF6GEDFC2UQD3B}

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	2026-07-05T05:30:54.604744Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

334c348b87b1221797c620ca2d5203d866aea4f8504638c643e31b254653e396

Aliases

arxiv: 2110.03146 · arxiv_version: 2110.03146v3 · doi: 10.48550/arxiv.2110.03146 · pith_short_12: GNGDJC4HWERB · pith_short_16: GNGDJC4HWERBPF6G · pith_short_8: GNGDJC4H

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/GNGDJC4HWERBPF6GEDFC2UQD3B \
  | 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: 334c348b87b1221797c620ca2d5203d866aea4f8504638c643e31b254653e396

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d41ceb49ea4844c5c7773422dbb7b91ff0b6df346b5e760087370af72eea5873",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY",
      "econ.EM",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2021-10-07T02:36:14Z",
    "title_canon_sha256": "99eb60895762bd1d1a8f917dc81a4b7e1a809c00c96a1ef24d81f83502c3e26b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03146",
    "kind": "arxiv",
    "version": 3
  }
}