Pith Number

pith:A4JC7UNV

pith:2024:A4JC7UNVVYEX4AQ2M6QUW6LFES

not attested not anchored not stored refs pending

ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise

Bin Hu, Darioush Keivan, Geir Dullerud, Huan Zhang, Lianhui Qin, Peter Seiler, Usman Syed, Xingang Guo

arxiv:2410.19811 v1 · 2024-10-17 · eess.SY · cs.AI · cs.CL · cs.LG · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A4JC7UNVVYEX4AQ2M6QUW6LFES}

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

Structure from Reasoning, Numbers from Search: On-Premise Open LLMs as Structural Priors for Coupled MIMO Controller Tuning

Self-Evolving Scientific Agent Discovers Generalizable Physically-Reasoned Fluid Control

When control meets large language models: From words to dynamics

Meituan Merchant Business Diagnosis via Policy-Guided Dual-Process User Simulation

Receipt and verification

First computed	2026-07-05T09:26:33.674048Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07122fd1b5ae097e021a67a14b79652494d9a59f870c1b3b4f972633030d3bf7

Aliases

arxiv: 2410.19811 · arxiv_version: 2410.19811v1 · doi: 10.48550/arxiv.2410.19811 · pith_short_12: A4JC7UNVVYEX · pith_short_16: A4JC7UNVVYEX4AQ2 · pith_short_8: A4JC7UNV

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/A4JC7UNVVYEX4AQ2M6QUW6LFES \
  | 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: 07122fd1b5ae097e021a67a14b79652494d9a59f870c1b3b4f972633030d3bf7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab1a178db5d3413f548411eb1f21f00996a880a32cc515c75cbeb7e3fa6c202b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-10-17T17:42:48Z",
    "title_canon_sha256": "805ec7a4e5f60cb103c8a9bbcea11b9b8f9e0ba447f602f5e41b5a204fa895c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.19811",
    "kind": "arxiv",
    "version": 1
  }
}