Pith. sign in
Pith Number

pith:MHSIW2HS

pith:2026:MHSIW2HSJG5DZNXAMRBGG5B5IX
not attested not anchored not stored refs pending

AaLLM: An End-to-End Analog Circuit Design Framework from Topology Generation to Sizing Using Large Language Models

Mohammed Ayman Habib, Morteza Fayazi, Rylan Hart

arxiv:2608.13472 v1 · 2026-08-13 · eess.SY · cs.AI · cs.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MHSIW2HSJG5DZNXAMRBGG5B5IX}

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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 2026-08-14T01:24:48.504274Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

61e48b68f249ba3cb6e0644263743d45fa940b1ed6cfdcc02ff9c879472ad83e

Aliases

arxiv: 2608.13472 · arxiv_version: 2608.13472v1 · doi: 10.48550/arxiv.2608.13472 · pith_short_12: MHSIW2HSJG5D · pith_short_16: MHSIW2HSJG5DZNXA · pith_short_8: MHSIW2HS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MHSIW2HSJG5DZNXAMRBGG5B5IX \
  | 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: 61e48b68f249ba3cb6e0644263743d45fa940b1ed6cfdcc02ff9c879472ad83e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "276a5bc97c9bfbd8d7e58bd55d4813eb83aede4dd9f4bd1228d5ceb9de09b59a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2026-08-13T16:57:07Z",
    "title_canon_sha256": "4c4f43ca8d893daa7e4fab42b60f883d33cef8a56795fdd9e4afd964c64c73c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.13472",
    "kind": "arxiv",
    "version": 1
  }
}