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04/03/2022
Fitting an immersed submanifold to data via Sussmann's orbit theorem
This paper describes an approach for fitting an immersed submanifold of ...
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11/18/2020
Learning Recurrent Neural Net Models of Nonlinear Systems
We consider the following learning problem: Given sample pairs of input ...
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08/27/2020
Learning Compact Physics-Aware Delayed Photocurrent Models Using Dynamic Mode Decomposition
Radiation-induced photocurrent in semiconductor devices can be simulated...
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06/21/2019