14 citations · 22 across the 3 of their papers we have counts for
3 papers
Building Understandable Messaging for Policy and Evidence Review (BUMPER) with AI
Katherine A. Rosenfeld, Maike Sonnewald, Sonia J. Jindal +2
We introduce a framework for the use of large language models (LLMs) in Building Understandable Messaging for Policy and Evidence Review (BUMPER). LLMs are proving capable of provi…
Koopman Theory for Partial Differential Equations
J. Nathan Kutz, Joshua L. Proctor, Steven L. Brunton
We consider the application of Koopman theory to nonlinear partial differential equations. We demonstrate that the observables chosen for constructing the Koopman operator are crit…
Dynamic mode decomposition with control
Joshua L. Proctor, Steven L. Brunton, J. Nathan Kutz
We develop a new method which extends Dynamic Mode Decomposition (DMD) to incorporate the effect of control to extract low-order models from high-dimensional, complex systems. DMD…