Pith Number

pith:QUZ2SESJ

pith:2025:QUZ2SESJ2OGBVMD57NB64TVZP6

not attested not anchored not stored refs pending

A brief review of the Deep BSDE method for solving high-dimensional partial differential equations

Arnulf Jentzen, Jiequn Han, Weinan E

arxiv:2505.17032 v1 · 2025-05-07 · math.NA · cs.CE · 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{QUZ2SESJ2OGBVMD57NB64TVZP6}

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

High-dimensional Bayesian filtering through deep density approximation

A Deep Ritz Method for High-Dimensional Steady States of the Cahn-Hilliard Equation

Receipt and verification

First computed	2026-07-05T11:07:45.780225Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8533a91249d38c1ab07dfb43ee4eb97fba584436a4ac57a152d0d75a0fd22ff2

Aliases

arxiv: 2505.17032 · arxiv_version: 2505.17032v1 · doi: 10.48550/arxiv.2505.17032 · pith_short_12: QUZ2SESJ2OGB · pith_short_16: QUZ2SESJ2OGBVMD5 · pith_short_8: QUZ2SESJ

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/QUZ2SESJ2OGBVMD57NB64TVZP6 \
  | 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: 8533a91249d38c1ab07dfb43ee4eb97fba584436a4ac57a152d0d75a0fd22ff2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d86dfd8084e0733afc2f25a881a11c95b2ddcf1e4b9f6c9bf368565a90c08fc6",
    "cross_cats_sorted": [
      "cs.CE",
      "cs.LG",
      "cs.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.NA",
    "submitted_at": "2025-05-07T17:46:56Z",
    "title_canon_sha256": "4be02de72e7a8850e6b4a75ba13ff0752c81f453c0022c6ae3d04e31d867b1b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.17032",
    "kind": "arxiv",
    "version": 1
  }
}