Pith Number

pith:VBFXIIKG

pith:2023:VBFXIIKGAWBBWXM77O2S3RUR64

not attested not anchored not stored refs pending

Stochastic Data-Driven Predictive Control: Regularization, Estimation, and Constraint Tightening

Andrea Iannelli, Mingzhou Yin, Roy S. Smith

arxiv:2312.02758 v1 · 2023-12-05 · eess.SY · 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{VBFXIIKGAWBBWXM77O2S3RUR64}

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	2026-07-05T07:20:22.780096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a84b74214605821b5d9ffbb52dc691f72b2723403e18b8963793c94f43e5073f

Aliases

arxiv: 2312.02758 · arxiv_version: 2312.02758v1 · doi: 10.48550/arxiv.2312.02758 · pith_short_12: VBFXIIKGAWBB · pith_short_16: VBFXIIKGAWBBWXM7 · pith_short_8: VBFXIIKG

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/VBFXIIKGAWBBWXM77O2S3RUR64 \
  | 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: a84b74214605821b5d9ffbb52dc691f72b2723403e18b8963793c94f43e5073f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a67e771eaecb5ffdbf7898b5a8e61b8cbe6d8a626cedf66f3221b07b164b526",
    "cross_cats_sorted": [
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2023-12-05T13:39:58Z",
    "title_canon_sha256": "b6123213eb507f7b836645b5168fafdec767371741ae4201e6f2d96dcf778fce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02758",
    "kind": "arxiv",
    "version": 1
  }
}