learning

Modeling and Estimation of Linear and Nonlinear Piezoelectric Systems
A bulk of the research on piezoelectric systems in recent years can be classified into two cate- gories, 1) studies of linear …
Sai Tej Paruchuri
PDF Cite
Partial Persistence of Excitation in RKHS Embedded Adaptive Estimation
In this paper, an adaptive non-parametric method is proposed to estimate the scalar-valued nonlinear function that appears in uncertain …
Jia Guo, Sai Tej Paruchuri, Andrew J Kurdila
PDF Cite
Persistence of excitation in uniformly embedded reproducing kernel Hilbert (RKH) spaces
This paper introduces two new notions of persis- tence of excitation (PE) in reproducing kernel Hilbert spaces (RKHS) that can be used …
Jia Guo, Sai Tej Paruchuri, Andrew J Kurdila
PDF Cite
Reproducing kernel Hilbert space embedding for adaptive estimation of nonlinearities in piezoelectric systems
Nonlinearities in piezoelectric systems can arise from internal factors such as nonlinear constitutive laws or external factors like …
Sai Tej Paruchuri, Jia Guo, Andrew Kurdila
PDF Cite
RKHS Embedding for Estimating Nonlinear Piezoelectric Systems
Nonlinearities in piezoelectric systems can arise from internal factors such as nonlinear constitutive laws or external factors like …
Sai Tej Paruchuri, Jia Guo, Andrew J Kurdila
PDF Cite
RKHS Embedding-based Adaptive Estimation
Real-time function estimation techniques in infnite-dimensional reproducing kernel Hilbert spaces.
Jan 1, 2020
RKHS Embedding-based Adaptive Estimation
Persistence of excitation in reproducing kernel hilbert spaces, positive limit sets, and smooth manifolds
This paper studies the relationship between the positive limit sets of continuous semiflows and the newly introduced definition of …
Andrew J Kurdila, Jia Guo, Sai Tej Paruchuri, Parag Bobade
PDF Cite
Probabilistic error bounds on constraint violation for empirical-analytical Lagrangian models of motion
Abstract In contrast to many systems studied in the field of classical mechanics, models of animal motion are often distinguished in …
J Guo, S Dadashi, M Bender, Sai Tej Paruchuri, N Powell, Y Sharma, H Kurdila, JW McGlothlin, AJ Kurdila
PDF Cite