Pith Number

pith:5VOKCZZI

pith:2024:5VOKCZZIZ2R7CJYR2LNAW4VK2Y

not attested not anchored not stored refs pending

Global Solutions to Master Equations for Continuous Time Heterogeneous Agent Macroeconomic Models

Jonathan Payne, Mathieu Lauri\`ere, Sebastian Merkel, Zhouzhou Gu

arxiv:2406.13726 v1 · 2024-06-19 · math.OC · cs.LG · econ.GN · q-fin.EC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5VOKCZZIZ2R7CJYR2LNAW4VK2Y}

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

7 papers in Pith

Equilibrium World Models

Finite difference methods for a continuous-time heterogeneous agent model with recursive utility

A Measure-Consistent Operator Learning Method for Infinite-Dimensional Master Equations

Population-Aware Imitation Learning in Mean-field Games with Common Noise

Deep Learning for Solving and Estimating Dynamic Models in Economics and Finance

Receipt and verification

First computed	2026-07-05T08:34:33.780500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed5ca16728cea3f12711d2da0b72aad632d96e75996fcb855ffb46484873649e

Aliases

arxiv: 2406.13726 · arxiv_version: 2406.13726v1 · doi: 10.48550/arxiv.2406.13726 · pith_short_12: 5VOKCZZIZ2R7 · pith_short_16: 5VOKCZZIZ2R7CJYR · pith_short_8: 5VOKCZZI

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/5VOKCZZIZ2R7CJYR2LNAW4VK2Y \
  | 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: ed5ca16728cea3f12711d2da0b72aad632d96e75996fcb855ffb46484873649e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f0821c00434379821f3bba429a70e379f7ecc5803d45763382a16846ea952a71",
    "cross_cats_sorted": [
      "cs.LG",
      "econ.GN",
      "q-fin.EC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-06-19T17:42:53Z",
    "title_canon_sha256": "0c52ee9f8042b224ac228dfe0cb1502ae96ffeef8c23de7b78231f071038a2c9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13726",
    "kind": "arxiv",
    "version": 1
  }
}