Pith Number

pith:Y5IJ6LXL

pith:2021:Y5IJ6LXLHECZUKT6YBO5C3QJFZ

not attested not anchored not stored refs pending

PID-GAN: A GAN Framework based on a Physics-informed Discriminator for Uncertainty Quantification with Physics

Anuj Karpatne, Arka Daw, M. Maruf

arxiv:2106.02993 v1 · 2021-06-06 · 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{Y5IJ6LXLHECZUKT6YBO5C3QJFZ}

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	2026-07-05T02:46:32.605554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c7509f2eeb39059a2a7ec05dd16e092e7d3314acdcf30c054a748ecfb5fb0c6c

Aliases

arxiv: 2106.02993 · arxiv_version: 2106.02993v1 · doi: 10.48550/arxiv.2106.02993 · pith_short_12: Y5IJ6LXLHECZ · pith_short_16: Y5IJ6LXLHECZUKT6 · pith_short_8: Y5IJ6LXL

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/Y5IJ6LXLHECZUKT6YBO5C3QJFZ \
  | 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: c7509f2eeb39059a2a7ec05dd16e092e7d3314acdcf30c054a748ecfb5fb0c6c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8585601c11946e328653c7933fef4b1aca07529648f6488bfc3a3ed302efab5b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-06T00:12:57Z",
    "title_canon_sha256": "ac3828234db4eb56f485e14662bbdde26ea20ba644ad64ea2d914231257f98b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.02993",
    "kind": "arxiv",
    "version": 1
  }
}