Pith Number

pith:HDVR3ICA

pith:2022:HDVR3ICAVX7SNAUGKAHWJKWC2L

not attested not anchored not stored refs pending

A deep learning method for solving stochastic optimal control problems driven by fully-coupled FBSDEs

Shaolin Ji, Shige Peng, Xichuan Zhang, Ying Peng

arxiv:2204.05796 v2 · 2022-04-12 · math.OC · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HDVR3ICAVX7SNAUGKAHWJKWC2L}

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

Stochastic Mean-Field LQ Stackelberg Differential Games with Random Coefficients: Theory and a Deep FBSDE Picard Solver

Receipt and verification

First computed	2026-07-05T08:56:54.339351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

38eb1da040adff268286500f64aac2d2e6c07450193a6e2b04a556b1c1f9adf0

Aliases

arxiv: 2204.05796 · arxiv_version: 2204.05796v2 · doi: 10.48550/arxiv.2204.05796 · pith_short_12: HDVR3ICAVX7S · pith_short_16: HDVR3ICAVX7SNAUG · pith_short_8: HDVR3ICA

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/HDVR3ICAVX7SNAUGKAHWJKWC2L \
  | 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: 38eb1da040adff268286500f64aac2d2e6c07450193a6e2b04a556b1c1f9adf0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a19a1587876bc508c2436e3954644b047dea6fcfbe2f98496231d5c3093b8f86",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2022-04-12T13:31:19Z",
    "title_canon_sha256": "c98ade626834c111a4463d8ae9bed70490bf549fe2a6e43a20f353fc22334e4b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.05796",
    "kind": "arxiv",
    "version": 2
  }
}