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Product development is being reshaped by the drive for ever-greater performance. Across industries, engineers are expected to deliver products that consume less energy, generate less waste, and use materials more efficiently, while simultaneously providing greater functionality and performance. This challenge is particularly evident in advanced semiconductors, power electronics, and three-dimensional integrated circuits (3D-ICs). Electronic product teams are under increasing pressure to deliver smaller, hotter, denser, and more mechanically constrained designs while moving faster, controlling development costs, and improving first-launch reliability. As chipmakers stack multiple layers of silicon and pack more transistors into smaller spaces, power density continues to rise dramatically. These compact architectures improve performance and reduce system size, but they also create complex thermal, electrical, mechanical, fluid, and electromagnetic interactions that cannot be evaluated in isolation.
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