pith. sign in
Pith Number

pith:Z75PXAPX

pith:2017:Z75PXAPXIDHJX4S5BSMX7T2IUZ
not attested not anchored not stored refs pending

Estimation of parameter sensitivities for stochastic reaction networks using tau-leap simulations

Ankit Gupta, Muruhan Rathinam, Mustafa Khammash

arxiv:1703.00947 v2 · 2017-03-01 · math.PR

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{Z75PXAPXIDHJX4S5BSMX7T2IUZ}

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 2026-05-18T00:26:16.507733Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

cffafb81f740ce9bf25d0c997fcf48a66e87b88c900ed1123fd87235ccb8f63e

Aliases

arxiv: 1703.00947 · arxiv_version: 1703.00947v2 · doi: 10.48550/arxiv.1703.00947 · pith_short_12: Z75PXAPXIDHJ · pith_short_16: Z75PXAPXIDHJX4S5 · pith_short_8: Z75PXAPX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/Z75PXAPXIDHJX4S5BSMX7T2IUZ \
  | 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: cffafb81f740ce9bf25d0c997fcf48a66e87b88c900ed1123fd87235ccb8f63e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d1ad6023eeeb0c731c8a0fc637d363286022b943b7bcaa586604d2f313169acb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.PR",
    "submitted_at": "2017-03-01T14:04:31Z",
    "title_canon_sha256": "fd7f9a48d35a8e3a437a40cf9bc7b8f0eb33feef25380c1b46862572e6bb701c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.00947",
    "kind": "arxiv",
    "version": 2
  }
}