Key papers

• An AI-Driven Thermal-Fluid Testbed for Advanced Small Modular Reactors: Integration of Digital Twin and Large Language Models (2025)
  Doyeong Lim et al.
  4.53
• Agentic AI for IPoDWDM Network Lifecycle Automation: An MCP-Enabled Architecture (2026)
  Chunmin Xia et al.
  4.39
• CircuitKIT : Circuit Discovery, Evaluation, and Application Toolkit for Mechanistic Interpretability (2026)
  Pratinav Seth et al.
  4.39
• LLM-based AI Agent for Sizing of Analog and Mixed Signal Circuit (2025)
  Chang Liu et al.
  2.76
• Amplification at Equilibrium: Structural and Thermodynamic Limitations, and Implementation (2026)
  Hamidreza Akef et al.
  1.83
• ASTER -- Agentic Science Toolkit for Exoplanet Research (2026)
  Emilie Panek et al.
  1.78
• Toward Large-Scale Photonics-Empowered AI Systems: From Physical Design Automation to System-Algorithm Co-Exploration (2026)
  Ziang Yin et al.
  1.67
• AnaFlow: Agentic LLM-based Workflow for Reasoning-Driven Explainable and Sample-Efficient Analog Circuit Sizing (2025)
  Mohsen Ahmadzadeh et al.
  1.56
• Accelerating scientific discovery with the common task framework (2025)
  J. Nathan Kutz et al.
  1.56
• MOTIF-RF: Multi-template On-chip Transformer Synthesis Incorporating Frequency-domain Self-transfer Learning for RFIC Design Automation (2025)
  Houbo He et al.
  1.56
• Accelerating RF Power Amplifier Design via Intelligent Sampling and ML-Based Parameter Tuning (2025)
  Abhishek Sriram et al.
  1.33
• Emerging ML-AI Techniques for Analog and RF EDA (2025)
  Zhengfeng Wu et al.
  1.28
• AI-Powered Agile Analog Circuit Design and Optimization (2025)
  Jinhai Hu et al.
  1.22
• FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design (2025)
  Asal Mehradfar et al.
  1.22
• Data-Driven Antenna Miniaturization: A Knowledge-Based System Integrating Quantum PSO and Predictive Machine Learning Models (2025)
  Khan Masood Parvez et al.
  1.22
• A Survey of Circuit Foundation Model: Foundation AI Models for VLSI Circuit Design and EDA (2025)
  Wenji Fang et al.
  1.17
• Supervised Learning for Analog and RF Circuit Design: Benchmarks and Comparative Insights (2025)
  Asal Mehradfar et al.
  1.00
• CktGen: Automated Analog Circuit Design with Generative Artificial Intelligence (2024)
  Yuxuan Hou et al.
  0.89
• Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey (2018)
  Javier Mata et al.
  —
• Analog/Mixed-Signal Circuit Synthesis Enabled by the Advancements of Circuit Architectures and Machine Learning Algorithms (2021)
  Shiyu Su et al.
  —
• Modelling of Received Signals in Molecular Communication Systems based machine learning: Comparison of azure machine learning and Python tools (2021)
  Soha Mohamed et al.
  —
• AI/ML Algorithms and Applications in VLSI Design and Technology (2022)
  Deepthi Amuru et al.
  —
• Intelligent Circuit Design and Implementation with Machine Learning (2022)
  Zhiyao Xie
  —
• Unsupervised machine learning for data-driven rock mass classification: addressing limitations in existing systems using drilling data (2024)
  T. F. Hansen et al.
  —
• Machine Learning Assisted Design of mmWave Wireless Transceiver Circuits (2024)
  Xuzhe Zhao
  —
• AICircuit: A Multi-Level Dataset and Benchmark for AI-Driven Analog Integrated Circuit Design (2024)
  Asal Mehradfar et al.
  —
• Schemato -- An LLM for Netlist-to-Schematic Conversion (2024)
  Ryoga Matsuo et al.
  —