Analog-DB: An Agent-First Analog Integrated Circuit Database, From Blocks to Systems

arXiv:2609.01286 · cs.AI, cs.AR, eess.SP · Submitted 2026-09-01 · Read on arXiv

cs.AI, cs.AR, eess.SP

Submitted: 2026-09-01

Updated: 2026-09-01

Comments: 23 pages, 5 figures, and 13 tables

Code: https://github.com/MacAnalog/spicexplorer-release

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Core — 27× in this paper · explained in 2 episodes
• Verification — 25× in this paper · explained in 2 episodes
• Benchmark — 22× in this paper · explained in 2 episodes
• Provenance — 5× in this paper · explained in 3 episodes
• Actionability — 3× in this paper · explained in 3 episodes
• Agentic Framework — 2× in this paper · explained in 6 episodes
• Bayesian Optimization — 2× in this paper · explained in 3 episodes
• Ablation — 1× in this paper · explained in 1 episode
• Abstraction — 1× in this paper · explained in 1 episode
• Calibration — 1× in this paper · explained in 7 episodes
• Closed-Loop System — 1× in this paper · explained in 4 episodes
• Generative AI — 1× in this paper · explained in 2 episodes
• Open Circuit Benchmark — 1× in this paper
• Thirteenth International Conference on Learning Representations — 1× in this paper
• Verifier — 1× in this paper · explained in 2 episodes

Sources

• SABLE: An NDA-Safe Closed-Loop LLM Framework for Analog Circuit Optimization in Industrial EDA Flows
• AnalogSAGE: Self-evolving Analog Design Multi-Agents with Stratified Memory and Grounded Experience
• HeaRT: A Hierarchical Circuit Reasoning Tree-Based Agentic Framework for AMS Design Optimization
• CktGNN: Circuit Graph Neural Network for Electronic Design Automation
• AMSnet 2.0: A Large AMS Database with AI Segmentation for Net Detection
• AutoSizer: Automatic Sizing of Analog and Mixed-Signal Circuits via Large Language Model (LLM) Agents
• Masala-CHAI: A Large-Scale SPICE Netlist Dataset for Analog Circuits by Harnessing AI
• AnalogGenie: A Generative Engine for Automatic Discovery of Analog Circuit Topologies
• AICircuit: A Multi-Level Dataset and Benchmark for AI-Driven Analog Integrated Circuit Design

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