Optimizing a modern RF board design flow requires moving beyond traditional, disjointed testing toward integrated, automated simulation environments that eliminate costly hardware rework. Keysight’s software, particularly the PathWave Advanced Design System (ADS) and its integrated RFPro environment, revolutionizes this process by enabling automated electromagnetic (EM)-circuit co-simulation. By leveraging Keysight’s software, design teams can seamlessly analyze RF paths—including traces, components, and packaging—without manual layout editing. This unified workflow supports Python-based automation and AI/ML integration, allowing engineers to capture expert design methodologies as repeatable, executable workflows that accelerate time-to-market, reduce simulation bottlenecks, and ensure fir

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