Pith Number

pith:D2SEVIPT

pith:2019:D2SEVIPTIJX3JYLQMMXP5K4V75

not attested not anchored not stored refs pending

Machine Learning for Pricing American Options in High-Dimensional Markovian and non-Markovian models

Andrea Molent, Antonino Zanette, Ludovic Gouden\`ege

arxiv:1905.09474 v3 · 2019-05-22 · q-fin.CP · q-fin.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D2SEVIPTIJX3JYLQMMXP5K4V75}

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	2026-05-17T23:42:58.146953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ea44aa1f3426fb4e170632efeab95ff562c048b357c0b609d853d05e6df4433

Aliases

arxiv: 1905.09474 · arxiv_version: 1905.09474v3 · doi: 10.48550/arxiv.1905.09474 · pith_short_12: D2SEVIPTIJX3 · pith_short_16: D2SEVIPTIJX3JYLQ · pith_short_8: D2SEVIPT

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/D2SEVIPTIJX3JYLQMMXP5K4V75 \
  | 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: 1ea44aa1f3426fb4e170632efeab95ff562c048b357c0b609d853d05e6df4433

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "883b13093bdf39ab4754051035ba4dc6ee28af9e2e9628499fbd89e9281a5e22",
    "cross_cats_sorted": [
      "q-fin.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.CP",
    "submitted_at": "2019-05-22T14:52:35Z",
    "title_canon_sha256": "6d87dab2efa8fa0120a28ca432886674fcbc062f6129d4b76bb4275f71ffda89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.09474",
    "kind": "arxiv",
    "version": 3
  }
}