Pith Number

pith:KPZZOFVP

pith:2022:KPZZOFVPCNKBNJAGHNXELSCD7J

not attested not anchored not stored refs pending

Differentiable Agent-based Epidemiology

Alexander Rodr\'iguez, Arnau Quera-Bofarull, Ayush Chopra, B. Aditya Prakash, Balaji Krishnamurthy, Jayakumar Subramanian, Ramesh Raskar

arxiv:2207.09714 v2 · 2022-07-20 · cs.LG · cs.AI · cs.MA · q-bio.PE · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KPZZOFVPCNKBNJAGHNXELSCD7J}

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

4 papers in Pith

Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery

Can LLM Agents Simulate Dynamic Networks? A Case Study on Email Networks with Phishing Synthesis

Modeling the Impact of Exposed Cases in a Hantavirus Outbreak on a Cruise Ship

Experiment-as-Code Labs: A Declarative Stack for AI-Driven Scientific Discovery

Receipt and verification

First computed	2026-07-05T06:11:56.266755Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53f39716af135416a4063b6e45c843fa6c861532d6397a773e806f5e3c7a269f

Aliases

arxiv: 2207.09714 · arxiv_version: 2207.09714v2 · doi: 10.48550/arxiv.2207.09714 · pith_short_12: KPZZOFVPCNKB · pith_short_16: KPZZOFVPCNKBNJAG · pith_short_8: KPZZOFVP

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/KPZZOFVPCNKBNJAGHNXELSCD7J \
  | 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: 53f39716af135416a4063b6e45c843fa6c861532d6397a773e806f5e3c7a269f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3498f00d68ec17d7a8e2de8434a3120e7c6a9ca92ed1011b381066f3715e631",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA",
      "q-bio.PE",
      "q-bio.QM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-20T07:32:02Z",
    "title_canon_sha256": "ca1e596b43f7f0d9c3c79ea06835373e1dbace7a1e64ab1c5a22e0b5124ce9d3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.09714",
    "kind": "arxiv",
    "version": 2
  }
}