Pith Number

pith:57TAQBPW

pith:2023:57TAQBPWU32GVVRSHIB4NITTEJ

not attested not anchored not stored refs pending

Modeling Epidemic Spread: A Gaussian Process Regression Approach

Baike She, Lei Xin, Matthew Hale, Philip E. Par\'e

arxiv:2312.09384 v3 · 2023-12-14 · stat.ML · cs.SY · eess.SY · physics.soc-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{57TAQBPWU32GVVRSHIB4NITTEJ}

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	2026-07-05T11:24:02.095118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efe60805f6a6f46ad6323a03c6a2732273eef112fca9c7e6244f76219a751a15

Aliases

arxiv: 2312.09384 · arxiv_version: 2312.09384v3 · doi: 10.48550/arxiv.2312.09384 · pith_short_12: 57TAQBPWU32G · pith_short_16: 57TAQBPWU32GVVRS · pith_short_8: 57TAQBPW

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/57TAQBPWU32GVVRSHIB4NITTEJ \
  | 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: efe60805f6a6f46ad6323a03c6a2732273eef112fca9c7e6244f76219a751a15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcc7fd74a6f54bbc904df54f6ee5a9df6217e24f5bfd6eace8ad13b54b8a69d7",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "physics.soc-ph"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-12-14T22:45:01Z",
    "title_canon_sha256": "e97cc179dc0bee68e0139e0fee9c15e2ddd743c94c2d2df8217904ef81e1bdc6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.09384",
    "kind": "arxiv",
    "version": 3
  }
}