![]() The marriage of AI and dynamical systems could, for example, improve the development of fighter planes, targeting systems and communications devices, further advancing the capabilities of a modern military.īefore coming to Northrop Grumman, Doxas worked as a researcher for nearly two decades at the University of Colorado, Boulder. Their research could revolutionize engineering. Within this, there are all sorts of points about the life of story, and we can find them.”īy applying machine learning techniques to data sets, Doxas and his team uncover the dynamics that sometimes inconspicuously underlie engineering projects. Because of that, we have machinery that comes from an analysis of what are dynamical systems. He continued, “The way machine learning works is also a story. You have subject matter experts who break things down…then slowly, they come up with a story of how this machine can fail. “The current way people engineer is to try to troubleshoot and find failure modes. ![]() “The way we build things and the way we work is a story,” said Isidoros Doxas, a data scientist at Northrop Grumman. Uncovering Dynamics to Revolutionize Engineering
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