Pith Number

pith:BQQ474M2

pith:2023:BQQ474M2TVYOQFRESRCA22FL27

not attested not anchored not stored refs pending

Uncertainty quantification for deep learning-based schemes for solving high-dimensional backward stochastic differential equations

Long Teng, Lorenc Kapllani, Matthias Rottmann

arxiv:2310.03393 v1 · 2023-10-05 · math.NA · cs.LG · cs.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BQQ474M2TVYOQFRESRCA22FL27}

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	2026-07-05T06:57:32.676670Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0c21cff19a9d70e8162494440d68abd7e143431abe2f27ab3ec05d0bbc7cbbfe

Aliases

arxiv: 2310.03393 · arxiv_version: 2310.03393v1 · doi: 10.48550/arxiv.2310.03393 · pith_short_12: BQQ474M2TVYO · pith_short_16: BQQ474M2TVYOQFRE · pith_short_8: BQQ474M2

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/BQQ474M2TVYOQFRESRCA22FL27 \
  | 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: 0c21cff19a9d70e8162494440d68abd7e143431abe2f27ab3ec05d0bbc7cbbfe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a649bfe776d0c874eacfef714f5bc04aaef603ab43e8baede7fc1fe3ab327ead",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2023-10-05T09:00:48Z",
    "title_canon_sha256": "e222093cff03f5567de6a965a5043a0079ed220199922511b29e2eb333619073"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03393",
    "kind": "arxiv",
    "version": 1
  }
}