Pith Number

pith:UVZR5GNR

pith:2021:UVZR5GNRZZ3NR52VIA4WMFDQBG

not attested not anchored not stored refs pending

Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations

C\'esar Quilodr\'an-Casas, Christopher Pain, Laetitia Mottet, Rossella Arcucci, Yike Guo

arxiv:2104.06297 v2 · 2021-04-13 · cs.LG · physics.comp-ph · physics.flu-dyn

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UVZR5GNRZZ3NR52VIA4WMFDQBG}

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

1 paper in Pith

Machine learning for modelling unstructured grid data in computational physics: a review

Receipt and verification

First computed	2026-07-05T02:32:36.625295Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5731e99b1ce76d8f7554039661470098d6390ad16c278c0264601d0852c8d33

Aliases

arxiv: 2104.06297 · arxiv_version: 2104.06297v2 · doi: 10.48550/arxiv.2104.06297 · pith_short_12: UVZR5GNRZZ3N · pith_short_16: UVZR5GNRZZ3NR52V · pith_short_8: UVZR5GNR

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/UVZR5GNRZZ3NR52VIA4WMFDQBG \
  | 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: a5731e99b1ce76d8f7554039661470098d6390ad16c278c0264601d0852c8d33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "928c719ff6d0a52f4903e96dde7b61022094253a138c1f070610f74277f01d1d",
    "cross_cats_sorted": [
      "physics.comp-ph",
      "physics.flu-dyn"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-13T15:43:50Z",
    "title_canon_sha256": "77cade2f6b6e7d7abc701aba6be7c83c2660055a912ac704a7b51fa26b32c2b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.06297",
    "kind": "arxiv",
    "version": 2
  }
}