activity
20182023
most citedDeep Theory of Functional Connections: A New Method for Estimating the Solutions of PDEs

88 citations · 233 across the 14 of their papers we have counts for

collaborators
Showing 2020Show all

8 papers · 1 filter

cs.RO2020★ 1 cited

Motivations and Preliminary Design for Mid-Air Deployment of a Science Rotorcraft on Mars

Jeff Delaune, Jacob Izraelevitz, Larry A. Young +18

Mid-Air Deployment (MAD) of a rotorcraft during Entry, Descent and Landing (EDL) on Mars eliminates the need to carry a propulsion or airbag landing system. This reduces the total…

math.NA2020★ 45 cited

The Multivariate Theory of Functional Connections: Theory, Proofs, and Application in Partial Differential Equations

Carl Leake, Hunter Johnston, Daniele Mortari

This article presents a reformulation of the Theory of Functional Connections: a general methodology for functional interpolation that can embed a set of user-specified linear cons…

cs.LG2020★ 11 cited

Extreme Theory of Functional Connections: A Physics-Informed Neural Network Method for Solving Parametric Differential Equations

Enrico Schiassi, Carl Leake, Mario De Florio +3

In this work we present a novel, accurate, and robust physics-informed method for solving problems involving parametric differential equations (DEs) called the Extreme Theory of Fu…

cs.DS2020★ 3 cited

Random Sampling using k-vector

David Arnas, Carl Leake, Daniele Mortari

This work introduces two new techniques for random number generation with any prescribed nonlinear distribution based on the k-vector methodology. The first approach is based on in…

cs.DS2020★ 7 cited

The n-dimensional k-vector and its application to orthogonal range searching

David Arnas, Carl Leake, Daniele Mortari

This work focuses on the definition and study of the n-dimensional k-vector, an algorithm devised to perform orthogonal range searching in static databases with multiple dimensions…

astro-ph.IM2020★ 11 cited

Non-dimensional Star-Identification

Carl Leake, David Arnas, Daniele Mortari

This study introduces a new "Non-Dimensional" star identification algorithm to reliably identify the stars observed by a wide field-of-view star tracker when the focal length and o…

eess.SP2020★ 1 cited

Recursive Star-Identification Algorithm using an Adaptive SVD-based Angular Velocity Estimator

Hunter Johnston, Carl Leake, Marcelino M. de Almeida +1

This paper describes an algorithm obtained by merging a recursive star identification algorithm with a recently developed adaptive SVD-based estimator of the angular velocity vecto…

math.NA2020★ 12 cited

Least-squares Solutions of Eighth-order Boundary Value Problems using the Theory of Functional Connections

Hunter Johnston, Carl Leake, Daniele Mortari

This paper shows how to obtain highly accurate solutions of eighth-order boundary-value problems of linear and nonlinear ordinary differential equations. The presented method is ba…