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Analytically Embedding Differential Equation Constraints into Least Squares Support Vector Machines using the Theory of Functional Connections
13 December 2018
Carl Leake
Hunter Johnston
Lidia Smith
D. Mortari
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Papers citing
"Analytically Embedding Differential Equation Constraints into Least Squares Support Vector Machines using the Theory of Functional Connections"
3 / 3 papers shown
Title
A Physics-Informed Machine Learning Approach for Solving Distributed Order Fractional Differential Equations
Alireza Afzal Aghaei
41
0
0
05 Sep 2024
Extreme Theory of Functional Connections: A Physics-Informed Neural Network Method for Solving Parametric Differential Equations
E. Schiassi
Carl Leake
Mario De Florio
Hunter Johnston
R. Furfaro
D. Mortari
PINN
16
11
0
15 May 2020
Deep Theory of Functional Connections: A New Method for Estimating the Solutions of PDEs
Carl Leake
61
69
0
20 Dec 2018
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