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Engineering

Scientific Machine Learning

Vivak Patel

2026.6.1SEMA SIMAI Springer Series

DOI: 10.1007/978-3-032-11527-0

tlooto Summary

The example of machine object detection techniques used in self-driving vehicles, which can be easily fooled by changes to road signs, underscores that the notion of generalization is fundamentally different in scientific machine learning in comparison to consumer machine learning.

Abstract

Karen Willcox, director of the Oden Institute for Computational Engineering and Sciences, discusses how an emerging field of computing could revolutionize how aircraft are designed

Citation format

PATEL, Vivak. Scientific machine learning. SEMA SIMAI Springer Series, 2026.