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Fresh PCB Concepts: Designing PCBs for Harsh Environments—Reliability Is Engineered Upstream

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When engineers hear the phrase “harsh environment,” they usually think of the extreme temperature swings, vibration and shock, pressure changes, or radiation in aerospace. However, aerospace is not the only harsh environment where electronic assemblies must survive. Automotive power electronics, downhole oil and gas tools, marine controls, rail systems, defense platforms, and industrial automation equipment all expose PCBs to environments that are equally unforgiving. The stress mechanisms may differ, but the physics does not. 

Powering the Future: Why Thermal Management Defines the Future of Electronics

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SMT Perspectives & Prospects: Artificial Intelligence, Part 7—Data Module 2

04/08/2026 | Dr. Jennie Hwang -- Column: SMT Perspectives and Prospects
When I last wrote about data, I focused on data quality and size, data infrastructure, the boundaries of data training, data preparation, and the general challenges and concerns of data. This month, I will focus on alternative approaches, data governance, retrieval-augmented generation (RAG), and agentic RAG.
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