Nondestructive 3D X-ray Microscopy Speeds Throughput in New Failure Analysis Workflows

This article shows how 3D XRM can be applied to nondestructively detect non-optimized assembly processes that can influence local stresses and overall device reliability. This makes it useful for process development and failure analysis. When used along with AI training models, 3D XRM can achieve analysis of highly integrated packaging structures with reasonable throughput for process validation and error correction guidance.