Pith Number

pith:Y2VSXC64

pith:2026:Y2VSXC64WIVW4WEMGCODK75IYP

not attested not anchored not stored refs pending

Sensitivity Analysis and Optimization of Stochastic Epidemic Models under Parameter Uncertainty

Michael C. Fu, Nicholas R. Wu

arxiv:2607.01476 v1 · 2026-07-01 · stat.AP · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Y2VSXC64WIVW4WEMGCODK75IYP}

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	2026-07-03T00:17:01.783393Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c6ab2b8bdcb22b6e588c309c357fa8c3d7d3a724f4256ec794f34bea795b8acc

Aliases

arxiv: 2607.01476 · arxiv_version: 2607.01476v1 · doi: 10.48550/arxiv.2607.01476 · pith_short_12: Y2VSXC64WIVW · pith_short_16: Y2VSXC64WIVW4WEM · pith_short_8: Y2VSXC64

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/Y2VSXC64WIVW4WEMGCODK75IYP \
  | 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: c6ab2b8bdcb22b6e588c309c357fa8c3d7d3a724f4256ec794f34bea795b8acc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab352c88ad04130a6d2f3e7b800fa9c019e79ed17a92194f1df801cf5078e85f",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2026-07-01T21:17:18Z",
    "title_canon_sha256": "2a2d70d76afb23bec1023a40ddf2869f4080d814c2f8aa0265e69ad9a857ed5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.01476",
    "kind": "arxiv",
    "version": 1
  }
}