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Iterative Models for Machine Learning in the Physical Sciences

Parola chiave:

electromagnetics, iterative models, dynamical systems, neural network extrapolation, machine learning, and lunar lander

Creatore:

Barger, Maria

Advisor:

Paffenroth, Randy Clinton

Editore:

Worcester Polytechnic Institute

data di creazione:

2024-08-06

Resource Type:

Dissertation

Degree:

PhD

Unit (Department):

Data Science
A Detailed Accounting of Error in Neural Networks: Applications to Electromagnetics

Parola chiave:

error analysis, electromagnetic signal processing, machine learning, kalman filter, source localization, and maximum likelihood estimator (MLE)

Creatore:

Barger, Maria

Advisor:

Paffenroth, Randy Clinton

Editore:

Worcester Polytechnic Institute

data di creazione:

2022-08-08

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science