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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Da-Woon Yoon

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Preprint Sep 2026

Universal Drift Correction for Multidimensional Scanning Microscopy

In scanning microscopy, drift causes the specimen to be sampled at positions displaced from the nominal probe positions. This displacement alters the spatial assignment of the recorded signals and biases quantitative measurements across two-dimensional imaging, channel-resolved spectroscopic mapping, and scan-position-...

Sangjoon Lee, William Millsaps, Da-Woon Yoon et al. · 0 citations
#machine learning Preprint Sep 2026

Scalable Bayesian Optimization of Composite Functions for Image-Based Inverse Problems in Materials Characterization

Under a budget of 50 simulator evaluations, SBOCF outperformed standard Bayesian optimization with expected improvement on synthetic SrTiO3 benchmarks with thick and thin specimens, reducing the median final SSE by up to 290x in the thick-sample case.

Da-Woon Yoon, Poompol Buathong, Chia-Hao Lee et al. · 0 citations

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