Search Results for author: Benjamin P. Russo

Found 4 papers, 1 papers with code

Streaming Compression of Scientific Data via weak-SINDy

no code implementations29 Aug 2023 Benjamin P. Russo, M. Paul Laiu, Richard Archibald

This feature makes streaming compression algorithms well-suited for scientific data compression, where storing the full data set offline is often infeasible.

Data Compression

Fault Detection via Occupation Kernel Principal Component Analysis

1 code implementation20 Mar 2023 Zachary Morrison, Benjamin P. Russo, Yingzhao Lian, Rushikesh Kamalapurkar

The reliable operation of automatic systems is heavily dependent on the ability to detect faults in the underlying dynamical system.

Fault Detection

Motion Tomography via Occupation Kernels

no code implementations7 Jan 2021 Benjamin P. Russo, Rushikesh Kamalapurkar, Dongsik Chang, Joel A. Rosenfeld

The goal of motion tomography is to recover the description of a vector flow field using information about the trajectory of a sensing unit.

Optimization and Control Functional Analysis 93-08, 46E22

Theoretical Foundations for the Dynamic Mode Decomposition of High Order Dynamical Systems

no code implementations7 Jan 2021 Joel A. Rosenfeld, Rushikesh Kamalapurkar, Benjamin P. Russo

Conventionally, data driven identification and control problems for higher order dynamical systems are solved by augmenting the system state by the derivatives of the output to formulate first order dynamical systems in higher dimensions.

Optimization and Control Functional Analysis 93-08, 46E22

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