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2020 – today
- 2021
[j4]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: 334-356 (2021)- [j3]Hunter Johnston, Daniele Mortari:
Least-squares solutions of boundary-value problems in hybrid systems. J. Comput. Appl. Math. 393: 113524 (2021) - [i6]Hunter Johnston:
The Theory of Functional Connections: A journey from theory to application. CoRR abs/2105.08034 (2021) - 2020
- [i5]Hunter Johnston, Enrico Schiassi, Roberto Furfaro, Daniele Mortari:
Fuel-Efficient Powered Descent Guidance on Large Planetary Bodies via Theory of Functional Connections. CoRR abs/2001.03572 (2020) - [i4]Hunter Johnston, Carl Leake, Daniele Mortari:
Least-squares Solutions of Eighth-order Boundary Value Problems using the Theory of Functional Connections. CoRR abs/2002.05113 (2020) - [i3]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 abs/2005.10632 (2020) - [i2]Carl Leake, Hunter Johnston, Daniele Mortari:
The Multivariate Theory of Functional Connections: Theory, Proofs, and Application in Partial Differential Equations. CoRR abs/2007.04170 (2020)
2010 – 2019
- 2019
- [j2]Daniele Mortari, Hunter Johnston, Lidia Smith:
High accuracy least-squares solutions of nonlinear differential equations. J. Comput. Appl. Math. 352: 293-307 (2019) - [j1]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): 1058-1083 (2019) - 2018
- [i1]Carl Leake, Hunter Johnston, Lidia Smith, Daniele Mortari:
Theory of Connections Applied to Support Vector Machines to Solve Differential Equations. CoRR abs/1812.05571 (2018)
Coauthor Index
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