Pith Number

pith:UVJJAPMO

pith:2021:UVJJAPMO3KL7U5E5IC54TTP2UC

not attested not anchored not stored refs pending

Novel Deep neural networks for solving Bayesian statistical inverse

Akwum Onwunta, Deepanshu Verma, Harbir Antil, Howard C Elman

arxiv:2102.03974 v1 · 2021-02-08 · math.NA · cs.LG · cs.NA · 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{UVJJAPMO3KL7U5E5IC54TTP2UC}

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

OCTANE -- Optimal Control for Tensor-based Autoencoder Network Emergence: Explicit Case

Receipt and verification

First computed	2026-07-05T02:13:28.698359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a552903d8eda97fa749d40bbc9cdfaa091129feac28d1cb9a186184a8be1cade

Aliases

arxiv: 2102.03974 · arxiv_version: 2102.03974v1 · doi: 10.48550/arxiv.2102.03974 · pith_short_12: UVJJAPMO3KL7 · pith_short_16: UVJJAPMO3KL7U5E5 · pith_short_8: UVJJAPMO

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/UVJJAPMO3KL7U5E5IC54TTP2UC \
  | 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: a552903d8eda97fa749d40bbc9cdfaa091129feac28d1cb9a186184a8be1cade

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "471ccb433d44938aaaeac30fd1d0cbdbb547194c0fde12498e2f5fba564edbd7",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2021-02-08T02:54:46Z",
    "title_canon_sha256": "d1e099c8a13ac9e3aaea3ef6c8f63f82f38037cb8203b12bca7c6b65ee74687a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.03974",
    "kind": "arxiv",
    "version": 1
  }
}