Pith Number

pith:ECY6OOIF

pith:2020:ECY6OOIF4WNUJNQSYKOKZIXUEX

not attested not anchored not stored refs pending

On the Impact of Deep Learning-based Time-series Forecasts on Multistage Stochastic Programming Policies

Juyoung Wang, Merve Bodur, Mucahit Cevik

arxiv:2009.00665 v2 · 2020-09-01 · 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{ECY6OOIF4WNUJNQSYKOKZIXUEX}

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	2026-07-05T03:16:41.331792Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

20b1e73905e59b44b612c29caca2f425d75dc32a25fdbea55e8586810a698224

Aliases

arxiv: 2009.00665 · arxiv_version: 2009.00665v2 · doi: 10.48550/arxiv.2009.00665 · pith_short_12: ECY6OOIF4WNU · pith_short_16: ECY6OOIF4WNUJNQS · pith_short_8: ECY6OOIF

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/ECY6OOIF4WNUJNQSYKOKZIXUEX \
  | 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: 20b1e73905e59b44b612c29caca2f425d75dc32a25fdbea55e8586810a698224

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc4eae8a5bf831ee87a3a98b0117254fa02a3c7f757b8cd8cbb970796d8aad48",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2020-09-01T19:09:49Z",
    "title_canon_sha256": "834ba10f8254ead7d9dd4aa316756caf1026ac2711dc296f52a8d5d05a79b636"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.00665",
    "kind": "arxiv",
    "version": 2
  }
}