Pith Number

pith:7HIQ7Q6V

pith:2020:7HIQ7Q6VSO5TUVRRWWBBAZ4XWA

not attested not anchored not stored refs pending

Multivariate Probabilistic Time Series Forecasting via Conditioned Normalizing Flows

Abdul-Saboor Sheikh, Ingmar Schuster, Kashif Rasul, Roland Vollgraf, Urs Bergmann

arxiv:2002.06103 v3 · 2020-02-14 · cs.LG · 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{7HIQ7Q6VSO5TUVRRWWBBAZ4XWA}

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.

Cited by

2 papers in Pith

Navigating the Safety-Fidelity Trade-off: Massive-Variate Time Series Forecasting for Power Systems via Probabilistic Scenarios

TimePre: Bridging Accuracy, Efficiency, and Stability in Probabilistic Time-Series Forecasting

Receipt and verification

First computed	2026-07-05T02:07:01.482884Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f9d10fc3d593bb3a5631b582106797b00b0b22910207887da706fcac24a03519

Aliases

arxiv: 2002.06103 · arxiv_version: 2002.06103v3 · doi: 10.48550/arxiv.2002.06103 · pith_short_12: 7HIQ7Q6VSO5T · pith_short_16: 7HIQ7Q6VSO5TUVRR · pith_short_8: 7HIQ7Q6V

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/7HIQ7Q6VSO5TUVRRWWBBAZ4XWA \
  | 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: f9d10fc3d593bb3a5631b582106797b00b0b22910207887da706fcac24a03519

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0788dfc74e812f3206f2e4e927987ca19ec25b5c1bc4df698acb71bdbab5a822",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-02-14T16:16:51Z",
    "title_canon_sha256": "e2f19795d7ebc49c5fe5f31689d1899e0c2cd54b4b2946754878899b6d0f494f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.06103",
    "kind": "arxiv",
    "version": 3
  }
}