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1-2 of 2
Keywords: Inverse design
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Journal Articles
Machine learning in solder joint engineering: a review of microstructure informatics, reliability prediction, and accelerated design
Available to Purchase
Journal:
Soldering & Surface Mount Technology
Soldering & Surface Mount Technology 1–12.
Published: 21 May 2026
... applications to solder joint engineering, structured around three interconnected thrusts: (1) microstructure informatics encompassing automated segmentation and generative modelling, (2) predictive reliability modelling including physic-informed neural networks and surrogate models, and (3) inverse design...
Journal Articles
Data-driven electronic packaging structure inverse design with an adaptive surrogate model
Available to Purchase
Journal:
Soldering & Surface Mount Technology
Soldering & Surface Mount Technology (2023) 35 (5): 288–304.
Published: 02 August 2023
... of data-driven inverse design, which couples adaptive surrogate model technology with optimization algorithm to to enable an efficient and accurate inverse design of electronic packaging structures. Design/methodology/approach The multisurrogate accumulative local error-based ensemble forward...
