View PDF ↗
PDF Viewer
Open Full PDF

BUILDER'S SANDBOX

Build This Paper

Use an AI coding agent to implement this research.

OpenAI Codex
OpenAI CodexAI Agent

Lightweight coding agent in your terminal.

Claude Code
Claude CodeAI Agent

Agentic coding tool for terminal workflows.

AntiGravity IDE
AntiGravity IDEScaffolding

AI agent mindset installer and workflow scaffolder.

Cursor
CursorIDE

AI-first code editor built on VS Code.

VS Code
VS CodeIDE

Free, open-source editor by Microsoft.

Estimated $9K - $13K over 6-10 weeks.

See exactly what it costs to build this -- with 3 comparable funded startups.

7-day free trial. Cancel anytime.

Discover the researchers behind this paper and find similar experts.

7-day free trial. Cancel anytime.

References (26)

[1]
A CMOS 49–63-GHz Phase-Locked Stepped-Chirp FMCW Radar Transceiver
2025Xuyang Liu, Md. Hedayatullah Maktoomi et al.
[2]
Comprehensive application of denoising diffusion probabilistic models towards the automation of analog integrated circuit sizing
2025Filipe Azevedo, N. Lourenço et al.
[3]
FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design
2025Asal Mehradfar, Xuzhe Zhao et al.
[4]
LLM-Based AI Agent for Sizing of Analog and Mixed Signal Circuit
2025Chang Liu, Emmanuel A. Olowe et al.
[5]
Supervised Learning for Analog and RF Circuit Design: Benchmarks and Comparative Insights
2025Asal Mehradfar, Xuzhe Zhao et al.
[6]
Deep-learning enabled generalized inverse design of multi-port radio-frequency and sub-terahertz passives and integrated circuits
2024E. Karahan, Zheng Liu et al.
[7]
Intelligent Inverse Designs of Impedance Matching Circuits With Generative Adversarial Network
2024Jingwei Zhang, Zhun Wei et al.
[8]
AICircuit: A Multi-Level Dataset and Benchmark for AI-Driven Analog Integrated Circuit Design
2024Asal Mehradfar, Xuzhe Zhao et al.
[9]
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits
2024Chen-Chia Chang, Yikang Shan et al.
[10]
LayoutCopilot: An LLM-Powered Multiagent Collaborative Framework for Interactive Analog Layout Design
2024Bingyang Liu, Haoyi Zhang et al.
[11]
AnalogCoder: Analog Circuit Design via Training-Free Code Generation
2024Yao Lai, Sungyoung Lee et al.
[12]
CktGNN: Circuit Graph Neural Network for Electronic Design Automation
2023Zehao Dong, Weidong Cao et al.
[13]
Learning to Design Analog Circuits to Meet Threshold Specifications
2023Dmitrii Krylov, Pooya Khajeh et al.
[14]
PACOSYT: A Passive Component Synthesis Tool Based on Machine Learning and Tailored Modeling Strategies Towards Optimal RF and mm-Wave Circuit Designs
2023F. Passos, N. Lourenço et al.
[15]
Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning
2022Weidong Cao, M. Benosman et al.
[16]
Inverse Artificial Neural Network for Multiobjective Antenna Design
2021Li-Ye Xiao, W. Shao et al.
[17]
A Circuit Attention Network-Based Actor-Critic Learning Approach to Robust Analog Transistor Sizing
2021Yaguang Li, Yishuang Lin et al.
[18]
A graph placement methodology for fast chip design
2021Azalia Mirhoseini, Anna Goldie et al.
[19]
MAGICAL: An Open- Source Fully Automated Analog IC Layout System from Netlist to GDSII
2020Hao Chen, Mingjie Liu et al.
[20]
GCN-RL Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning
2020Hanrui Wang, Kuan Wang et al.

Showing 20 of 26 references

Founder's Pitch

"AI-driven framework for automatic synthesis of RF circuit layouts ensuring manufacturability and design-rule compliance."

RF Circuit DesignScore: 7View PDF ↗

Commercial Viability Breakdown

0-10 scale

High Potential

2/4 signals

5

Quick Build

3/4 signals

7.5

Series A Potential

2/4 signals

5

Sources used for this analysis

arXiv Paper

Full-text PDF analysis of the research paper

GitHub Repository

Code availability, stars, and contributor activity

Citation Network

Semantic Scholar citations and co-citation patterns

Community Predictions

Crowd-sourced unicorn probability assessments

Analysis model: GPT-4o · Last scored: 2/12/2026

Explore the full citation network and related research.

7-day free trial. Cancel anytime.

Understand the commercial significance and market impact.

7-day free trial. Cancel anytime.

Get detailed profiles of the research team.

7-day free trial. Cancel anytime.