Hunter Johnston

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 10

Top Topics

Theoretical Basis

Boundary Value Problem

Differential Equations

Top Venues

J. Comput. Appl. Math.

Mach. Learn. Knowl. Extr.

Publications

Enrico Schiassi, Roberto Furfaro, Carl Leake, Mario De Florio, Hunter Johnston, Daniele Mortari
Extreme theory of functional connections: A fast physics-informed neural network method for solving ordinary and partial differential equations. Neurocomputing 457 (2021)
Hunter Johnston
The Theory of Functional Connections: A journey from theory to application. CoRR (2021)
Hunter Johnston, Daniele Mortari
Least-squares solutions of boundary-value problems in hybrid systems. J. Comput. Appl. Math. 393 (2021)
Carl Leake, Hunter Johnston, Daniele Mortari
The Multivariate Theory of Functional Connections: Theory, Proofs, and Application in Partial Differential Equations. CoRR (2020)
Hunter Johnston, Enrico Schiassi, Roberto Furfaro, Daniele Mortari
Fuel-Efficient Powered Descent Guidance on Large Planetary Bodies via Theory of Functional Connections. CoRR (2020)
Hunter Johnston, Carl Leake, Daniele Mortari
Least-squares Solutions of Eighth-order Boundary Value Problems using the Theory of Functional Connections. CoRR (2020)
Enrico Schiassi, Carl Leake, Mario De Florio, Hunter Johnston, Roberto Furfaro, Daniele Mortari
Extreme Theory of Functional Connections: A Physics-Informed Neural Network Method for Solving Parametric Differential Equations. CoRR (2020)
Carl Leake, Hunter Johnston, Lidia Smith, Daniele Mortari
Analytically Embedding Differential Equation Constraints into Least Squares Support Vector Machines Using the Theory of Functional Connections. Mach. Learn. Knowl. Extr. 1 (4) (2019)
Daniele Mortari, Hunter Johnston, Lidia Smith
High accuracy least-squares solutions of nonlinear differential equations. J. Comput. Appl. Math. 352 (2019)
Carl Leake, Hunter Johnston, Lidia Smith, Daniele Mortari
Theory of Connections Applied to Support Vector Machines to Solve Differential Equations. CoRR (2018)