Pith Number

pith:LQ5746NI

pith:2025:LQ5746NIKGLZDDPW45NNH7O2GJ

not attested not anchored not stored refs pending

An Agentic AI Workflow to Simplify Parameter Estimation of Complex Differential Equation Systems

Saakaar Bhatnagar

arxiv:2509.07283 v3 · 2025-09-08 · cs.CE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LQ5746NIKGLZDDPW45NNH7O2GJ}

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

1 paper in Pith

ATHENA: Agentic Team for Hierarchical Evolutionary Numerical Algorithms

Receipt and verification

First computed	2026-07-05T12:11:20.635591Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c3bfe79a85197918df6e75ad3fdda32711af86223caf1d39db5b9154cf4d853

Aliases

arxiv: 2509.07283 · arxiv_version: 2509.07283v3 · doi: 10.48550/arxiv.2509.07283 · pith_short_12: LQ5746NIKGLZ · pith_short_16: LQ5746NIKGLZDDPW · pith_short_8: LQ5746NI

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/LQ5746NIKGLZDDPW45NNH7O2GJ \
  | 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: 5c3bfe79a85197918df6e75ad3fdda32711af86223caf1d39db5b9154cf4d853

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb23df68b5c9e59216dbec8a67bdfe0449576a750bda2339f3d615ee89c6ae02",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CE",
    "submitted_at": "2025-09-08T23:34:35Z",
    "title_canon_sha256": "bf2530e25684b2f5b6f5aeb5935fbad0960df7e6645f848e91551e3069eebe88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.07283",
    "kind": "arxiv",
    "version": 3
  }
}